[ { "path": ".github/workflows/release-apk.yml", "content": "name: release-apk\non: workflow_dispatch\n\nenv:\n NCNN_VERSION: 20260113\n OPENCV_VERSION: 4.13.0\n OPENCV_MOBILE_TAG: v35\n BUILD_TOOLS_VERSION: 36.0.0\n\njobs:\n release-apk:\n runs-on: ubuntu-latest\n steps:\n - uses: actions/checkout@v4\n - uses: actions/setup-java@v4\n with:\n distribution: 'temurin'\n java-version: '21'\n\n - name: ncnn\n run: |\n wget -q https://github.com/Tencent/ncnn/releases/download/${NCNN_VERSION}/ncnn-${NCNN_VERSION}-android-vulkan.zip\n unzip -q ncnn-${NCNN_VERSION}-android-vulkan.zip -d app/src/main/jni\n\n - name: opencv-mobile\n run: |\n wget -q https://github.com/nihui/opencv-mobile/releases/download/${OPENCV_MOBILE_TAG}/opencv-mobile-${OPENCV_VERSION}-android.zip\n unzip -q opencv-mobile-${OPENCV_VERSION}-android.zip -d app/src/main/jni\n\n - name: modify-jni-cmakelists\n run: |\n sed -i \"s@ncnn-[^-]*-android-vulkan@ncnn-${NCNN_VERSION}-android-vulkan@g\" app/src/main/jni/CMakeLists.txt\n sed -i \"s@opencv-mobile-[^-]*-android@opencv-mobile-${OPENCV_VERSION}-android@g\" app/src/main/jni/CMakeLists.txt\n\n - name: build-apk\n run: |\n bash ./gradlew assembleRelease --stacktrace\n\n - name: sign-apk\n id: signapk\n run: |\n DATE=`date +'%Y%m%d'`\n SHA_SHORT=`git rev-parse --short HEAD`\n UNSIGNED_APK=`find app/build/outputs/apk/release -type f -name \"*-release-unsigned.apk\" | head -n 1`\n ALIGNED_APK=${UNSIGNED_APK//-release-unsigned.apk/-release-unsigned-aligned.apk}\n SIGNED_APK=${{ github.event.repository.name }}-${DATE}.${SHA_SHORT}.apk\n keytool -genkey -noprompt -alias ncnn \\\n -dname \"CN=mqttserver.ibm.com, OU=ID, O=IBM, L=Hursley, S=Hants, C=GB\"\\\n -keystore ncnn.keystore -storepass 7767517 -keypass 7767517 \\\n -keyalg RSA -keysize 2048 -validity 10000\n ${ANDROID_HOME}/build-tools/${BUILD_TOOLS_VERSION}/zipalign -f -v 4 ${UNSIGNED_APK} ${SIGNED_APK}\n ${ANDROID_HOME}/build-tools/${BUILD_TOOLS_VERSION}/apksigner sign --ks ncnn.keystore --ks-key-alias ncnn \\\n --ks-pass pass:7767517 --key-pass pass:7767517 --out ${SIGNED_APK} ${SIGNED_APK}\n ${ANDROID_HOME}/build-tools/${BUILD_TOOLS_VERSION}/apksigner verify ${SIGNED_APK}\n echo \"SIGNED_APK=${SIGNED_APK}\" >> $GITHUB_OUTPUT\n echo \"APK_VERSION=${DATE}.${SHA_SHORT}\" >> $GITHUB_OUTPUT\n\n - name: create-release\n uses: softprops/action-gh-release@v1\n with:\n token: ${{ secrets.GITHUB_TOKEN }}\n tag_name: ${{ steps.signapk.outputs.APK_VERSION }}\n name: Release ${{ steps.signapk.outputs.APK_VERSION }}\n files: ${{ steps.signapk.outputs.SIGNED_APK }}\n" }, { "path": "README.md", "content": "# ncnn-android-scrfd\n\nThe SCRFD face detection\n\nThis is a sample ncnn android project, it depends on ncnn library and opencv\n\nhttps://github.com/Tencent/ncnn\n\nhttps://github.com/nihui/opencv-mobile\n\n## android apk file download\nhttps://github.com/nihui/ncnn-android-scrfd/releases/latest\n\n## how to build and run\n### step1\nhttps://github.com/Tencent/ncnn/releases\n\n* Download ncnn-YYYYMMDD-android-vulkan.zip or build ncnn for android yourself\n* Extract ncnn-YYYYMMDD-android-vulkan.zip into **app/src/main/jni** and change the **ncnn_DIR** path to yours in **app/src/main/jni/CMakeLists.txt**\n\n### step2\nhttps://github.com/nihui/opencv-mobile\n\n* Download opencv-mobile-XYZ-android.zip\n* Extract opencv-mobile-XYZ-android.zip into **app/src/main/jni** and change the **OpenCV_DIR** path to yours in **app/src/main/jni/CMakeLists.txt**\n\n### step3\n* Open this project with Android Studio, build it and enjoy!\n\n## some notes\n* Android ndk camera is used for best efficiency\n* Crash may happen on very old devices for lacking HAL3 camera interface\n* All models are manually modified to accept dynamic input shape\n* Most small models run slower on GPU than on CPU, this is common\n* FPS may be lower in dark environment because of longer camera exposure time\n\n## screenshot\n![](screenshot.jpg)\n\n" }, { "path": "app/build.gradle", "content": "plugins {\n id 'com.android.application'\n}\n\nandroid {\n namespace 'com.tencent.scrfdncnn'\n compileSdk 33\n ndkVersion \"29.0.14206865\"\n\n defaultConfig {\n applicationId \"com.tencent.scrfdncnn\"\n archivesBaseName = \"$applicationId\"\n\n minSdkVersion 24\n targetSdkVersion 35\n\n externalNativeBuild {\n cmake {\n arguments \"-DANDROID_SUPPORT_FLEXIBLE_PAGE_SIZES=ON\"\n }\n }\n }\n\n externalNativeBuild {\n cmake {\n version \"3.31.5\"\n path file('src/main/jni/CMakeLists.txt')\n }\n }\n\n dependencies {\n implementation 'com.android.support:support-v4:24.0.0'\n }\n\n packaging {\n jniLibs {\n useLegacyPackaging true\n }\n }\n}\n" }, { "path": "app/src/main/AndroidManifest.xml", "content": "\n\n \n \n \n\n \n \n \n \n \n \n \n \n \n" }, { "path": "app/src/main/assets/scrfd_10g-opt2.param", "content": "7767517\n133 154\nInput input.1 0 1 input.1\nConvolution Conv_0 1 1 input.1 220 0=28 1=3 3=2 4=1 5=1 6=756 9=1\nConvolution Conv_2 1 1 220 223 0=28 1=3 4=1 5=1 6=7056 9=1\nConvolution Conv_4 1 1 223 226 0=56 1=3 4=1 5=1 6=14112 9=1\nPooling MaxPool_6 1 1 226 227 1=2 2=2 5=1\nSplit splitncnn_0 1 2 227 227_splitncnn_0 227_splitncnn_1\nConvolution Conv_7 1 1 227_splitncnn_1 230 0=56 1=3 4=1 5=1 6=28224 9=1\nConvolution Conv_9 1 1 230 532 0=56 1=3 4=1 5=1 6=28224\nBinaryOp Add_10 2 1 532 227_splitncnn_0 233\nReLU Relu_11 1 1 233 234\nSplit splitncnn_1 1 2 234 234_splitncnn_0 234_splitncnn_1\nConvolution Conv_12 1 1 234_splitncnn_1 237 0=56 1=3 4=1 5=1 6=28224 9=1\nConvolution Conv_14 1 1 237 538 0=56 1=3 4=1 5=1 6=28224\nBinaryOp Add_15 2 1 538 234_splitncnn_0 240\nReLU Relu_16 1 1 240 241\nSplit splitncnn_2 1 2 241 241_splitncnn_0 241_splitncnn_1\nConvolution Conv_17 1 1 241_splitncnn_1 244 0=56 1=3 4=1 5=1 6=28224 9=1\nConvolution Conv_19 1 1 244 544 0=56 1=3 4=1 5=1 6=28224\nBinaryOp Add_20 2 1 544 241_splitncnn_0 247\nReLU Relu_21 1 1 247 248\nSplit splitncnn_3 1 2 248 248_splitncnn_0 248_splitncnn_1\nConvolution Conv_22 1 1 248_splitncnn_1 251 0=88 1=3 3=2 4=1 5=1 6=44352 9=1\nConvolution Conv_24 1 1 251 550 0=88 1=3 4=1 5=1 6=69696\nPooling AveragePool_25 1 1 248_splitncnn_0 254 0=1 1=2 2=2\nConvolution Conv_26 1 1 254 553 0=88 1=1 5=1 6=4928\nBinaryOp Add_27 2 1 550 553 257\nReLU Relu_28 1 1 257 258\nSplit splitncnn_4 1 2 258 258_splitncnn_0 258_splitncnn_1\nConvolution Conv_29 1 1 258_splitncnn_1 261 0=88 1=3 4=1 5=1 6=69696 9=1\nConvolution Conv_31 1 1 261 559 0=88 1=3 4=1 5=1 6=69696\nBinaryOp Add_32 2 1 559 258_splitncnn_0 264\nReLU Relu_33 1 1 264 265\nSplit splitncnn_5 1 2 265 265_splitncnn_0 265_splitncnn_1\nConvolution Conv_34 1 1 265_splitncnn_1 268 0=88 1=3 4=1 5=1 6=69696 9=1\nConvolution Conv_36 1 1 268 565 0=88 1=3 4=1 5=1 6=69696\nBinaryOp Add_37 2 1 565 265_splitncnn_0 271\nReLU Relu_38 1 1 271 272\nSplit splitncnn_6 1 2 272 272_splitncnn_0 272_splitncnn_1\nConvolution Conv_39 1 1 272_splitncnn_1 275 0=88 1=3 4=1 5=1 6=69696 9=1\nConvolution Conv_41 1 1 275 571 0=88 1=3 4=1 5=1 6=69696\nBinaryOp Add_42 2 1 571 272_splitncnn_0 278\nReLU Relu_43 1 1 278 279\nSplit splitncnn_7 1 3 279 279_splitncnn_0 279_splitncnn_1 279_splitncnn_2\nConvolution Conv_44 1 1 279_splitncnn_2 282 0=88 1=3 3=2 4=1 5=1 6=69696 9=1\nConvolution Conv_46 1 1 282 577 0=88 1=3 4=1 5=1 6=69696\nPooling AveragePool_47 1 1 279_splitncnn_1 285 0=1 1=2 2=2\nConvolution Conv_48 1 1 285 580 0=88 1=1 5=1 6=7744\nBinaryOp Add_49 2 1 577 580 288\nReLU Relu_50 1 1 288 289\nSplit splitncnn_8 1 2 289 289_splitncnn_0 289_splitncnn_1\nConvolution Conv_51 1 1 289_splitncnn_1 292 0=88 1=3 4=1 5=1 6=69696 9=1\nConvolution Conv_53 1 1 292 586 0=88 1=3 4=1 5=1 6=69696\nBinaryOp Add_54 2 1 586 289_splitncnn_0 295\nReLU Relu_55 1 1 295 296\nSplit splitncnn_9 1 3 296 296_splitncnn_0 296_splitncnn_1 296_splitncnn_2\nConvolution Conv_56 1 1 296_splitncnn_2 299 0=224 1=3 3=2 4=1 5=1 6=177408 9=1\nConvolution Conv_58 1 1 299 592 0=224 1=3 4=1 5=1 6=451584\nPooling AveragePool_59 1 1 296_splitncnn_1 302 0=1 1=2 2=2\nConvolution Conv_60 1 1 302 595 0=224 1=1 5=1 6=19712\nBinaryOp Add_61 2 1 592 595 305\nReLU Relu_62 1 1 305 306\nSplit splitncnn_10 1 2 306 306_splitncnn_0 306_splitncnn_1\nConvolution Conv_63 1 1 306_splitncnn_1 309 0=224 1=3 4=1 5=1 6=451584 9=1\nConvolution Conv_65 1 1 309 601 0=224 1=3 4=1 5=1 6=451584\nBinaryOp Add_66 2 1 601 306_splitncnn_0 312\nReLU Relu_67 1 1 312 313\nSplit splitncnn_11 1 2 313 313_splitncnn_0 313_splitncnn_1\nConvolution Conv_68 1 1 313_splitncnn_1 316 0=224 1=3 4=1 5=1 6=451584 9=1\nConvolution Conv_70 1 1 316 607 0=224 1=3 4=1 5=1 6=451584\nBinaryOp Add_71 2 1 607 313_splitncnn_0 319\nReLU Relu_72 1 1 319 320\nConvolution Conv_73 1 1 279_splitncnn_0 321 0=56 1=1 5=1 6=4928\nConvolution Conv_74 1 1 296_splitncnn_0 322 0=56 1=1 5=1 6=4928\nConvolution Conv_75 1 1 320 323 0=56 1=1 5=1 6=12544\nSplit splitncnn_12 1 2 323 323_splitncnn_0 323_splitncnn_1\nInterp Resize_94 1 1 323_splitncnn_1 342 0=1 1=2.000000e+00 2=2.000000e+00\nBinaryOp Add_95 2 1 322 342 343\nSplit splitncnn_13 1 2 343 343_splitncnn_0 343_splitncnn_1\nInterp Resize_114 1 1 343_splitncnn_1 362 0=1 1=2.000000e+00 2=2.000000e+00\nBinaryOp Add_115 2 1 321 362 363\nConvolution Conv_116 1 1 363 364 0=56 1=3 4=1 5=1 6=28224\nSplit splitncnn_14 1 2 364 364_splitncnn_0 364_splitncnn_1\nConvolution Conv_117 1 1 343_splitncnn_0 365 0=56 1=3 4=1 5=1 6=28224\nConvolution Conv_118 1 1 323_splitncnn_0 366 0=56 1=3 4=1 5=1 6=28224\nConvolution Conv_119 1 1 364_splitncnn_1 367 0=56 1=3 3=2 4=1 5=1 6=28224\nBinaryOp Add_120 2 1 365 367 368\nSplit splitncnn_15 1 2 368 368_splitncnn_0 368_splitncnn_1\nConvolution Conv_121 1 1 368_splitncnn_1 369 0=56 1=3 3=2 4=1 5=1 6=28224\nBinaryOp Add_122 2 1 366 369 370\nConvolution Conv_123 1 1 368_splitncnn_0 371 0=56 1=3 4=1 5=1 6=28224\nConvolution Conv_124 1 1 370 372 0=56 1=3 4=1 5=1 6=28224\nConvolution Conv_125 1 1 364_splitncnn_0 373 0=80 1=3 4=1 6=40320\nGroupNorm Add_134 1 1 373 384 0=16 1=80 2=1.000000e-05\nReLU Relu_135 1 1 384 385\nConvolution Conv_136 1 1 385 386 0=80 1=3 4=1 6=57600\nGroupNorm Add_145 1 1 386 397 0=16 1=80 2=1.000000e-05\nReLU Relu_146 1 1 397 398\nConvolution Conv_147 1 1 398 399 0=80 1=3 4=1 6=57600\nGroupNorm Add_156 1 1 399 410 0=16 1=80 2=1.000000e-05\nReLU Relu_157 1 1 410 411\nSplit splitncnn_16 1 2 411 411_splitncnn_0 411_splitncnn_1\nConvolution Conv_158 1 1 411_splitncnn_1 417 0=2 1=3 4=1 5=1 6=1440\nConvolution Conv_159 1 1 411_splitncnn_0 413 0=8 1=3 4=1 5=1 6=5760\nBinaryOp Mul_160 1 1 413 bbox_8 0=2 1=1 2=8.170338e-01\nSigmoid Sigmoid_164 1 1 417 score_8\nConvolution Conv_168 1 1 371 422 0=80 1=3 4=1 6=40320\nGroupNorm Add_177 1 1 422 433 0=16 1=80 2=1.000000e-05\nReLU Relu_178 1 1 433 434\nConvolution Conv_179 1 1 434 435 0=80 1=3 4=1 6=57600\nGroupNorm Add_188 1 1 435 446 0=16 1=80 2=1.000000e-05\nReLU Relu_189 1 1 446 447\nConvolution Conv_190 1 1 447 448 0=80 1=3 4=1 6=57600\nGroupNorm Add_199 1 1 448 459 0=16 1=80 2=1.000000e-05\nReLU Relu_200 1 1 459 460\nSplit splitncnn_17 1 2 460 460_splitncnn_0 460_splitncnn_1\nConvolution Conv_201 1 1 460_splitncnn_1 466 0=2 1=3 4=1 5=1 6=1440\nConvolution Conv_202 1 1 460_splitncnn_0 462 0=8 1=3 4=1 5=1 6=5760\nBinaryOp Mul_203 1 1 462 bbox_16 0=2 1=1 2=1.195922e+00\nSigmoid Sigmoid_207 1 1 466 score_16\nConvolution Conv_211 1 1 372 471 0=80 1=3 4=1 6=40320\nGroupNorm Add_220 1 1 471 482 0=16 1=80 2=1.000000e-05\nReLU Relu_221 1 1 482 483\nConvolution Conv_222 1 1 483 484 0=80 1=3 4=1 6=57600\nGroupNorm Add_231 1 1 484 495 0=16 1=80 2=1.000000e-05\nReLU Relu_232 1 1 495 496\nConvolution Conv_233 1 1 496 497 0=80 1=3 4=1 6=57600\nGroupNorm Add_242 1 1 497 508 0=16 1=80 2=1.000000e-05\nReLU Relu_243 1 1 508 509\nSplit splitncnn_18 1 2 509 509_splitncnn_0 509_splitncnn_1\nConvolution Conv_244 1 1 509_splitncnn_1 515 0=2 1=3 4=1 5=1 6=1440\nConvolution Conv_245 1 1 509_splitncnn_0 511 0=8 1=3 4=1 5=1 6=5760\nBinaryOp Mul_246 1 1 511 bbox_32 0=2 1=1 2=1.814443e+00\nSigmoid Sigmoid_250 1 1 515 score_32\n" }, { "path": "app/src/main/assets/scrfd_10g_kps-opt2.param", "content": "7767517\n118 142\nInput input.1 0 1 input.1\nConvolution Conv_0 1 1 input.1 279 0=28 1=3 3=2 4=1 5=1 6=756 9=1\nConvolution Conv_2 1 1 279 282 0=28 1=3 4=1 5=1 6=7056 9=1\nConvolution Conv_4 1 1 282 285 0=56 1=3 4=1 5=1 6=14112 9=1\nPooling MaxPool_6 1 1 285 286 1=2 2=2 5=1\nSplit splitncnn_0 1 2 286 286_splitncnn_0 286_splitncnn_1\nConvolution Conv_7 1 1 286_splitncnn_1 289 0=56 1=3 4=1 5=1 6=28224 9=1\nConvolution Conv_9 1 1 289 513 0=56 1=3 4=1 5=1 6=28224\nBinaryOp Add_10 2 1 513 286_splitncnn_0 292\nReLU Relu_11 1 1 292 293\nSplit splitncnn_1 1 2 293 293_splitncnn_0 293_splitncnn_1\nConvolution Conv_12 1 1 293_splitncnn_1 296 0=56 1=3 4=1 5=1 6=28224 9=1\nConvolution Conv_14 1 1 296 519 0=56 1=3 4=1 5=1 6=28224\nBinaryOp Add_15 2 1 519 293_splitncnn_0 299\nReLU Relu_16 1 1 299 300\nSplit splitncnn_2 1 2 300 300_splitncnn_0 300_splitncnn_1\nConvolution Conv_17 1 1 300_splitncnn_1 303 0=56 1=3 4=1 5=1 6=28224 9=1\nConvolution Conv_19 1 1 303 525 0=56 1=3 4=1 5=1 6=28224\nBinaryOp Add_20 2 1 525 300_splitncnn_0 306\nReLU Relu_21 1 1 306 307\nSplit splitncnn_3 1 2 307 307_splitncnn_0 307_splitncnn_1\nConvolution Conv_22 1 1 307_splitncnn_1 310 0=88 1=3 3=2 4=1 5=1 6=44352 9=1\nConvolution Conv_24 1 1 310 531 0=88 1=3 4=1 5=1 6=69696\nPooling AveragePool_25 1 1 307_splitncnn_0 313 0=1 1=2 2=2\nConvolution Conv_26 1 1 313 534 0=88 1=1 5=1 6=4928\nBinaryOp Add_27 2 1 531 534 316\nReLU Relu_28 1 1 316 317\nSplit splitncnn_4 1 2 317 317_splitncnn_0 317_splitncnn_1\nConvolution Conv_29 1 1 317_splitncnn_1 320 0=88 1=3 4=1 5=1 6=69696 9=1\nConvolution Conv_31 1 1 320 540 0=88 1=3 4=1 5=1 6=69696\nBinaryOp Add_32 2 1 540 317_splitncnn_0 323\nReLU Relu_33 1 1 323 324\nSplit splitncnn_5 1 2 324 324_splitncnn_0 324_splitncnn_1\nConvolution Conv_34 1 1 324_splitncnn_1 327 0=88 1=3 4=1 5=1 6=69696 9=1\nConvolution Conv_36 1 1 327 546 0=88 1=3 4=1 5=1 6=69696\nBinaryOp Add_37 2 1 546 324_splitncnn_0 330\nReLU Relu_38 1 1 330 331\nSplit splitncnn_6 1 2 331 331_splitncnn_0 331_splitncnn_1\nConvolution Conv_39 1 1 331_splitncnn_1 334 0=88 1=3 4=1 5=1 6=69696 9=1\nConvolution Conv_41 1 1 334 552 0=88 1=3 4=1 5=1 6=69696\nBinaryOp Add_42 2 1 552 331_splitncnn_0 337\nReLU Relu_43 1 1 337 338\nSplit splitncnn_7 1 3 338 338_splitncnn_0 338_splitncnn_1 338_splitncnn_2\nConvolution Conv_44 1 1 338_splitncnn_2 341 0=88 1=3 3=2 4=1 5=1 6=69696 9=1\nConvolution Conv_46 1 1 341 558 0=88 1=3 4=1 5=1 6=69696\nPooling AveragePool_47 1 1 338_splitncnn_1 344 0=1 1=2 2=2\nConvolution Conv_48 1 1 344 561 0=88 1=1 5=1 6=7744\nBinaryOp Add_49 2 1 558 561 347\nReLU Relu_50 1 1 347 348\nSplit splitncnn_8 1 2 348 348_splitncnn_0 348_splitncnn_1\nConvolution Conv_51 1 1 348_splitncnn_1 351 0=88 1=3 4=1 5=1 6=69696 9=1\nConvolution Conv_53 1 1 351 567 0=88 1=3 4=1 5=1 6=69696\nBinaryOp Add_54 2 1 567 348_splitncnn_0 354\nReLU Relu_55 1 1 354 355\nSplit splitncnn_9 1 3 355 355_splitncnn_0 355_splitncnn_1 355_splitncnn_2\nConvolution Conv_56 1 1 355_splitncnn_2 358 0=224 1=3 3=2 4=1 5=1 6=177408 9=1\nConvolution Conv_58 1 1 358 573 0=224 1=3 4=1 5=1 6=451584\nPooling AveragePool_59 1 1 355_splitncnn_1 361 0=1 1=2 2=2\nConvolution Conv_60 1 1 361 576 0=224 1=1 5=1 6=19712\nBinaryOp Add_61 2 1 573 576 364\nReLU Relu_62 1 1 364 365\nSplit splitncnn_10 1 2 365 365_splitncnn_0 365_splitncnn_1\nConvolution Conv_63 1 1 365_splitncnn_1 368 0=224 1=3 4=1 5=1 6=451584 9=1\nConvolution Conv_65 1 1 368 582 0=224 1=3 4=1 5=1 6=451584\nBinaryOp Add_66 2 1 582 365_splitncnn_0 371\nReLU Relu_67 1 1 371 372\nSplit splitncnn_11 1 2 372 372_splitncnn_0 372_splitncnn_1\nConvolution Conv_68 1 1 372_splitncnn_1 375 0=224 1=3 4=1 5=1 6=451584 9=1\nConvolution Conv_70 1 1 375 588 0=224 1=3 4=1 5=1 6=451584\nBinaryOp Add_71 2 1 588 372_splitncnn_0 378\nReLU Relu_72 1 1 378 379\nConvolution Conv_73 1 1 338_splitncnn_0 380 0=56 1=1 5=1 6=4928\nConvolution Conv_74 1 1 355_splitncnn_0 381 0=56 1=1 5=1 6=4928\nConvolution Conv_75 1 1 379 382 0=56 1=1 5=1 6=12544\nSplit splitncnn_12 1 2 382 382_splitncnn_0 382_splitncnn_1\nInterp Resize_94 1 1 382_splitncnn_1 401 0=1 1=2.000000e+00 2=2.000000e+00\nBinaryOp Add_95 2 1 381 401 402\nSplit splitncnn_13 1 2 402 402_splitncnn_0 402_splitncnn_1\nInterp Resize_114 1 1 402_splitncnn_1 421 0=1 1=2.000000e+00 2=2.000000e+00\nBinaryOp Add_115 2 1 380 421 422\nConvolution Conv_116 1 1 422 423 0=56 1=3 4=1 5=1 6=28224\nSplit splitncnn_14 1 2 423 423_splitncnn_0 423_splitncnn_1\nConvolution Conv_117 1 1 402_splitncnn_0 424 0=56 1=3 4=1 5=1 6=28224\nConvolution Conv_118 1 1 382_splitncnn_0 425 0=56 1=3 4=1 5=1 6=28224\nConvolution Conv_119 1 1 423_splitncnn_1 426 0=56 1=3 3=2 4=1 5=1 6=28224\nBinaryOp Add_120 2 1 424 426 427\nSplit splitncnn_15 1 2 427 427_splitncnn_0 427_splitncnn_1\nConvolution Conv_121 1 1 427_splitncnn_1 428 0=56 1=3 3=2 4=1 5=1 6=28224\nBinaryOp Add_122 2 1 425 428 429\nConvolution Conv_123 1 1 427_splitncnn_0 430 0=56 1=3 4=1 5=1 6=28224\nConvolution Conv_124 1 1 429 431 0=56 1=3 4=1 5=1 6=28224\nConvolution Conv_125 1 1 423_splitncnn_0 434 0=80 1=3 4=1 5=1 6=40320 9=1\nConvolution Conv_127 1 1 434 437 0=80 1=3 4=1 5=1 6=57600 9=1\nConvolution Conv_129 1 1 437 440 0=80 1=3 4=1 5=1 6=57600 9=1\nSplit splitncnn_16 1 3 440 440_splitncnn_0 440_splitncnn_1 440_splitncnn_2\nConvolution Conv_131 1 1 440_splitncnn_2 447 0=2 1=3 4=1 5=1 6=1440\nConvolution Conv_132 1 1 440_splitncnn_1 442 0=8 1=3 4=1 5=1 6=5760\nBinaryOp Mul_133 1 1 442 bbox_8 0=2 1=1 2=8.463594e-01\nConvolution Conv_134 1 1 440_splitncnn_0 kps_8 0=20 1=3 4=1 5=1 6=14400\nSigmoid Sigmoid_138 1 1 447 score_8\nConvolution Conv_145 1 1 430 457 0=80 1=3 4=1 5=1 6=40320 9=1\nConvolution Conv_147 1 1 457 460 0=80 1=3 4=1 5=1 6=57600 9=1\nConvolution Conv_149 1 1 460 463 0=80 1=3 4=1 5=1 6=57600 9=1\nSplit splitncnn_17 1 3 463 463_splitncnn_0 463_splitncnn_1 463_splitncnn_2\nConvolution Conv_151 1 1 463_splitncnn_2 470 0=2 1=3 4=1 5=1 6=1440\nConvolution Conv_152 1 1 463_splitncnn_1 465 0=8 1=3 4=1 5=1 6=5760\nBinaryOp Mul_153 1 1 465 bbox_16 0=2 1=1 2=8.996264e-01\nConvolution Conv_154 1 1 463_splitncnn_0 kps_16 0=20 1=3 4=1 5=1 6=14400\nSigmoid Sigmoid_158 1 1 470 score_16\nConvolution Conv_165 1 1 431 480 0=80 1=3 4=1 5=1 6=40320 9=1\nConvolution Conv_167 1 1 480 483 0=80 1=3 4=1 5=1 6=57600 9=1\nConvolution Conv_169 1 1 483 486 0=80 1=3 4=1 5=1 6=57600 9=1\nSplit splitncnn_18 1 3 486 486_splitncnn_0 486_splitncnn_1 486_splitncnn_2\nConvolution Conv_171 1 1 486_splitncnn_2 493 0=2 1=3 4=1 5=1 6=1440\nConvolution Conv_172 1 1 486_splitncnn_1 488 0=8 1=3 4=1 5=1 6=5760\nBinaryOp Mul_173 1 1 488 bbox_32 0=2 1=1 2=1.081209e+00\nConvolution Conv_174 1 1 486_splitncnn_0 kps_32 0=20 1=3 4=1 5=1 6=14400\nSigmoid Sigmoid_178 1 1 493 score_32\n" }, { "path": "app/src/main/assets/scrfd_1g-opt2.param", "content": "7767517\n99 108\nInput input.1 0 1 input.1\nConvolution Conv_0 1 1 input.1 193 0=32 1=3 3=2 4=1 5=1 6=864 9=1\nConvolutionDepthWise Conv_2 1 1 193 196 0=32 1=3 4=1 5=1 6=288 7=32 9=1\nConvolution Conv_4 1 1 196 199 0=48 1=1 5=1 6=1536 9=1\nConvolutionDepthWise Conv_6 1 1 199 202 0=48 1=3 3=2 4=1 5=1 6=432 7=48 9=1\nConvolution Conv_8 1 1 202 205 0=48 1=1 5=1 6=2304 9=1\nConvolutionDepthWise Conv_10 1 1 205 208 0=48 1=3 4=1 5=1 6=432 7=48 9=1\nConvolution Conv_12 1 1 208 211 0=48 1=1 5=1 6=2304 9=1\nConvolutionDepthWise Conv_14 1 1 211 214 0=48 1=3 4=1 5=1 6=432 7=48 9=1\nConvolution Conv_16 1 1 214 217 0=48 1=1 5=1 6=2304 9=1\nConvolutionDepthWise Conv_18 1 1 217 220 0=48 1=3 3=2 4=1 5=1 6=432 7=48 9=1\nConvolution Conv_20 1 1 220 223 0=160 1=1 5=1 6=7680 9=1\nConvolutionDepthWise Conv_22 1 1 223 226 0=160 1=3 4=1 5=1 6=1440 7=160 9=1\nConvolution Conv_24 1 1 226 229 0=160 1=1 5=1 6=25600 9=1\nSplit splitncnn_0 1 2 229 229_splitncnn_0 229_splitncnn_1\nConvolutionDepthWise Conv_26 1 1 229_splitncnn_1 232 0=160 1=3 3=2 4=1 5=1 6=1440 7=160 9=1\nConvolution Conv_28 1 1 232 235 0=216 1=1 5=1 6=34560 9=1\nSplit splitncnn_1 1 2 235 235_splitncnn_0 235_splitncnn_1\nConvolutionDepthWise Conv_30 1 1 235_splitncnn_1 238 0=216 1=3 3=2 4=1 5=1 6=1944 7=216 9=1\nConvolution Conv_32 1 1 238 241 0=312 1=1 5=1 6=67392 9=1\nConvolutionDepthWise Conv_34 1 1 241 244 0=312 1=3 4=1 5=1 6=2808 7=312 9=1\nConvolution Conv_36 1 1 244 247 0=312 1=1 5=1 6=97344 9=1\nConvolutionDepthWise Conv_38 1 1 247 250 0=312 1=3 4=1 5=1 6=2808 7=312 9=1\nConvolution Conv_40 1 1 250 253 0=312 1=1 5=1 6=97344 9=1\nConvolutionDepthWise Conv_42 1 1 253 256 0=312 1=3 4=1 5=1 6=2808 7=312 9=1\nConvolution Conv_44 1 1 256 259 0=312 1=1 5=1 6=97344 9=1\nConvolutionDepthWise Conv_46 1 1 259 262 0=312 1=3 4=1 5=1 6=2808 7=312 9=1\nConvolution Conv_48 1 1 262 265 0=312 1=1 5=1 6=97344 9=1\nConvolution Conv_50 1 1 229_splitncnn_0 266 0=24 1=1 5=1 6=3840\nConvolution Conv_51 1 1 235_splitncnn_0 267 0=24 1=1 5=1 6=5184\nConvolution Conv_52 1 1 265 268 0=24 1=1 5=1 6=7488\nSplit splitncnn_2 1 2 268 268_splitncnn_0 268_splitncnn_1\nInterp Resize_71 1 1 268_splitncnn_1 287 0=1 1=2.000000e+00 2=2.000000e+00\nBinaryOp Add_72 2 1 267 287 288\nSplit splitncnn_3 1 2 288 288_splitncnn_0 288_splitncnn_1\nInterp Resize_91 1 1 288_splitncnn_1 307 0=1 1=2.000000e+00 2=2.000000e+00\nBinaryOp Add_92 2 1 266 307 308\nConvolution Conv_93 1 1 308 309 0=24 1=3 4=1 5=1 6=5184\nSplit splitncnn_4 1 2 309 309_splitncnn_0 309_splitncnn_1\nConvolution Conv_94 1 1 288_splitncnn_0 310 0=24 1=3 4=1 5=1 6=5184\nConvolution Conv_95 1 1 268_splitncnn_0 311 0=24 1=3 4=1 5=1 6=5184\nConvolution Conv_96 1 1 309_splitncnn_1 312 0=24 1=3 3=2 4=1 5=1 6=5184\nBinaryOp Add_97 2 1 310 312 313\nSplit splitncnn_5 1 2 313 313_splitncnn_0 313_splitncnn_1\nConvolution Conv_98 1 1 313_splitncnn_1 314 0=24 1=3 3=2 4=1 5=1 6=5184\nBinaryOp Add_99 2 1 311 314 315\nConvolution Conv_100 1 1 313_splitncnn_0 316 0=24 1=3 4=1 5=1 6=5184\nConvolution Conv_101 1 1 315 317 0=24 1=3 4=1 5=1 6=5184\nConvolutionDepthWise Conv_102 1 1 309_splitncnn_0 318 0=24 1=3 4=1 6=216 7=24\nGroupNorm Add_111 1 1 318 329 0=8 1=24 2=1.000000e-05\nReLU Relu_112 1 1 329 330\nConvolution Conv_113 1 1 330 331 0=96 1=1 6=2304\nGroupNorm Add_122 1 1 331 342 0=8 1=96 2=1.000000e-05\nReLU Relu_123 1 1 342 343\nConvolutionDepthWise Conv_124 1 1 343 344 0=96 1=3 4=1 6=864 7=96\nGroupNorm Add_133 1 1 344 355 0=8 1=96 2=1.000000e-05\nReLU Relu_134 1 1 355 356\nConvolution Conv_135 1 1 356 357 0=96 1=1 6=9216\nGroupNorm Add_144 1 1 357 368 0=8 1=96 2=1.000000e-05\nReLU Relu_145 1 1 368 369\nSplit splitncnn_6 1 2 369 369_splitncnn_0 369_splitncnn_1\nConvolution Conv_146 1 1 369_splitncnn_1 375 0=2 1=3 4=1 5=1 6=1728\nConvolution Conv_147 1 1 369_splitncnn_0 371 0=8 1=3 4=1 5=1 6=6912\nBinaryOp Mul_148 1 1 371 bbox_8 0=2 1=1 2=8.200800e-01\nSigmoid Sigmoid_152 1 1 375 score_8\nConvolutionDepthWise Conv_156 1 1 316 380 0=24 1=3 4=1 6=216 7=24\nGroupNorm Add_165 1 1 380 391 0=8 1=24 2=1.000000e-05\nReLU Relu_166 1 1 391 392\nConvolution Conv_167 1 1 392 393 0=96 1=1 6=2304\nGroupNorm Add_176 1 1 393 404 0=8 1=96 2=1.000000e-05\nReLU Relu_177 1 1 404 405\nConvolutionDepthWise Conv_178 1 1 405 406 0=96 1=3 4=1 6=864 7=96\nGroupNorm Add_187 1 1 406 417 0=8 1=96 2=1.000000e-05\nReLU Relu_188 1 1 417 418\nConvolution Conv_189 1 1 418 419 0=96 1=1 6=9216\nGroupNorm Add_198 1 1 419 430 0=8 1=96 2=1.000000e-05\nReLU Relu_199 1 1 430 431\nSplit splitncnn_7 1 2 431 431_splitncnn_0 431_splitncnn_1\nConvolution Conv_200 1 1 431_splitncnn_1 437 0=2 1=3 4=1 5=1 6=1728\nConvolution Conv_201 1 1 431_splitncnn_0 433 0=8 1=3 4=1 5=1 6=6912\nBinaryOp Mul_202 1 1 433 bbox_16 0=2 1=1 2=1.225648e+00\nSigmoid Sigmoid_206 1 1 437 score_16\nConvolutionDepthWise Conv_210 1 1 317 442 0=24 1=3 4=1 6=216 7=24\nGroupNorm Add_219 1 1 442 453 0=8 1=24 2=1.000000e-05\nReLU Relu_220 1 1 453 454\nConvolution Conv_221 1 1 454 455 0=96 1=1 6=2304\nGroupNorm Add_230 1 1 455 466 0=8 1=96 2=1.000000e-05\nReLU Relu_231 1 1 466 467\nConvolutionDepthWise Conv_232 1 1 467 468 0=96 1=3 4=1 6=864 7=96\nGroupNorm Add_241 1 1 468 479 0=8 1=96 2=1.000000e-05\nReLU Relu_242 1 1 479 480\nConvolution Conv_243 1 1 480 481 0=96 1=1 6=9216\nGroupNorm Add_252 1 1 481 492 0=8 1=96 2=1.000000e-05\nReLU Relu_253 1 1 492 493\nSplit splitncnn_8 1 2 493 493_splitncnn_0 493_splitncnn_1\nConvolution Conv_254 1 1 493_splitncnn_1 499 0=2 1=3 4=1 5=1 6=1728\nConvolution Conv_255 1 1 493_splitncnn_0 495 0=8 1=3 4=1 5=1 6=6912\nBinaryOp Mul_256 1 1 495 bbox_32 0=2 1=1 2=1.842380e+00\nSigmoid Sigmoid_260 1 1 499 score_32\n" }, { "path": "app/src/main/assets/scrfd_2.5g-opt2.param", "content": "7767517\n129 151\nInput input.1 0 1 input.1\nConvolution Conv_0 1 1 input.1 229 0=12 1=3 3=2 4=1 5=1 6=324 9=1\nConvolution Conv_2 1 1 229 232 0=12 1=3 4=1 5=1 6=1296 9=1\nConvolution Conv_4 1 1 232 235 0=24 1=3 4=1 5=1 6=2592 9=1\nPooling MaxPool_6 1 1 235 236 1=2 2=2 5=1\nSplit splitncnn_0 1 2 236 236_splitncnn_0 236_splitncnn_1\nConvolution Conv_7 1 1 236_splitncnn_1 239 0=24 1=3 4=1 5=1 6=5184 9=1\nConvolution Conv_9 1 1 239 509 0=24 1=3 4=1 5=1 6=5184\nBinaryOp Add_10 2 1 509 236_splitncnn_0 242\nReLU Relu_11 1 1 242 243\nSplit splitncnn_1 1 2 243 243_splitncnn_0 243_splitncnn_1\nConvolution Conv_12 1 1 243_splitncnn_1 246 0=24 1=3 4=1 5=1 6=5184 9=1\nConvolution Conv_14 1 1 246 515 0=24 1=3 4=1 5=1 6=5184\nBinaryOp Add_15 2 1 515 243_splitncnn_0 249\nReLU Relu_16 1 1 249 250\nSplit splitncnn_2 1 2 250 250_splitncnn_0 250_splitncnn_1\nConvolution Conv_17 1 1 250_splitncnn_1 253 0=24 1=3 4=1 5=1 6=5184 9=1\nConvolution Conv_19 1 1 253 521 0=24 1=3 4=1 5=1 6=5184\nBinaryOp Add_20 2 1 521 250_splitncnn_0 256\nReLU Relu_21 1 1 256 257\nSplit splitncnn_3 1 2 257 257_splitncnn_0 257_splitncnn_1\nConvolution Conv_22 1 1 257_splitncnn_1 260 0=48 1=3 3=2 4=1 5=1 6=10368 9=1\nConvolution Conv_24 1 1 260 527 0=48 1=3 4=1 5=1 6=20736\nPooling AveragePool_25 1 1 257_splitncnn_0 263 0=1 1=2 2=2\nConvolution Conv_26 1 1 263 530 0=48 1=1 5=1 6=1152\nBinaryOp Add_27 2 1 527 530 266\nReLU Relu_28 1 1 266 267\nSplit splitncnn_4 1 2 267 267_splitncnn_0 267_splitncnn_1\nConvolution Conv_29 1 1 267_splitncnn_1 270 0=48 1=3 4=1 5=1 6=20736 9=1\nConvolution Conv_31 1 1 270 536 0=48 1=3 4=1 5=1 6=20736\nBinaryOp Add_32 2 1 536 267_splitncnn_0 273\nReLU Relu_33 1 1 273 274\nSplit splitncnn_5 1 2 274 274_splitncnn_0 274_splitncnn_1\nConvolution Conv_34 1 1 274_splitncnn_1 277 0=48 1=3 4=1 5=1 6=20736 9=1\nConvolution Conv_36 1 1 277 542 0=48 1=3 4=1 5=1 6=20736\nBinaryOp Add_37 2 1 542 274_splitncnn_0 280\nReLU Relu_38 1 1 280 281\nSplit splitncnn_6 1 2 281 281_splitncnn_0 281_splitncnn_1\nConvolution Conv_39 1 1 281_splitncnn_1 284 0=48 1=3 4=1 5=1 6=20736 9=1\nConvolution Conv_41 1 1 284 548 0=48 1=3 4=1 5=1 6=20736\nBinaryOp Add_42 2 1 548 281_splitncnn_0 287\nReLU Relu_43 1 1 287 288\nSplit splitncnn_7 1 2 288 288_splitncnn_0 288_splitncnn_1\nConvolution Conv_44 1 1 288_splitncnn_1 291 0=48 1=3 4=1 5=1 6=20736 9=1\nConvolution Conv_46 1 1 291 554 0=48 1=3 4=1 5=1 6=20736\nBinaryOp Add_47 2 1 554 288_splitncnn_0 294\nReLU Relu_48 1 1 294 295\nSplit splitncnn_8 1 3 295 295_splitncnn_0 295_splitncnn_1 295_splitncnn_2\nConvolution Conv_49 1 1 295_splitncnn_2 298 0=48 1=3 3=2 4=1 5=1 6=20736 9=1\nConvolution Conv_51 1 1 298 560 0=48 1=3 4=1 5=1 6=20736\nPooling AveragePool_52 1 1 295_splitncnn_1 301 0=1 1=2 2=2\nConvolution Conv_53 1 1 301 563 0=48 1=1 5=1 6=2304\nBinaryOp Add_54 2 1 560 563 304\nReLU Relu_55 1 1 304 305\nSplit splitncnn_9 1 2 305 305_splitncnn_0 305_splitncnn_1\nConvolution Conv_56 1 1 305_splitncnn_1 308 0=48 1=3 4=1 5=1 6=20736 9=1\nConvolution Conv_58 1 1 308 569 0=48 1=3 4=1 5=1 6=20736\nBinaryOp Add_59 2 1 569 305_splitncnn_0 311\nReLU Relu_60 1 1 311 312\nSplit splitncnn_10 1 2 312 312_splitncnn_0 312_splitncnn_1\nConvolution Conv_61 1 1 312_splitncnn_1 315 0=48 1=3 4=1 5=1 6=20736 9=1\nConvolution Conv_63 1 1 315 575 0=48 1=3 4=1 5=1 6=20736\nBinaryOp Add_64 2 1 575 312_splitncnn_0 318\nReLU Relu_65 1 1 318 319\nSplit splitncnn_11 1 3 319 319_splitncnn_0 319_splitncnn_1 319_splitncnn_2\nConvolution Conv_66 1 1 319_splitncnn_2 322 0=80 1=3 3=2 4=1 5=1 6=34560 9=1\nConvolution Conv_68 1 1 322 581 0=80 1=3 4=1 5=1 6=57600\nPooling AveragePool_69 1 1 319_splitncnn_1 325 0=1 1=2 2=2\nConvolution Conv_70 1 1 325 584 0=80 1=1 5=1 6=3840\nBinaryOp Add_71 2 1 581 584 328\nReLU Relu_72 1 1 328 329\nSplit splitncnn_12 1 2 329 329_splitncnn_0 329_splitncnn_1\nConvolution Conv_73 1 1 329_splitncnn_1 332 0=80 1=3 4=1 5=1 6=57600 9=1\nConvolution Conv_75 1 1 332 590 0=80 1=3 4=1 5=1 6=57600\nBinaryOp Add_76 2 1 590 329_splitncnn_0 335\nReLU Relu_77 1 1 335 336\nConvolution Conv_78 1 1 295_splitncnn_0 337 0=24 1=1 5=1 6=1152\nConvolution Conv_79 1 1 319_splitncnn_0 338 0=24 1=1 5=1 6=1152\nConvolution Conv_80 1 1 336 339 0=24 1=1 5=1 6=1920\nSplit splitncnn_13 1 2 339 339_splitncnn_0 339_splitncnn_1\nInterp Resize_99 1 1 339_splitncnn_1 358 0=1 1=2.000000e+00 2=2.000000e+00\nBinaryOp Add_100 2 1 338 358 359\nSplit splitncnn_14 1 2 359 359_splitncnn_0 359_splitncnn_1\nInterp Resize_119 1 1 359_splitncnn_1 378 0=1 1=2.000000e+00 2=2.000000e+00\nBinaryOp Add_120 2 1 337 378 379\nConvolution Conv_121 1 1 379 380 0=24 1=3 4=1 5=1 6=5184\nSplit splitncnn_15 1 2 380 380_splitncnn_0 380_splitncnn_1\nConvolution Conv_122 1 1 359_splitncnn_0 381 0=24 1=3 4=1 5=1 6=5184\nConvolution Conv_123 1 1 339_splitncnn_0 382 0=24 1=3 4=1 5=1 6=5184\nConvolution Conv_124 1 1 380_splitncnn_1 383 0=24 1=3 3=2 4=1 5=1 6=5184\nBinaryOp Add_125 2 1 381 383 384\nSplit splitncnn_16 1 2 384 384_splitncnn_0 384_splitncnn_1\nConvolution Conv_126 1 1 384_splitncnn_1 385 0=24 1=3 3=2 4=1 5=1 6=5184\nBinaryOp Add_127 2 1 382 385 386\nConvolution Conv_128 1 1 384_splitncnn_0 387 0=24 1=3 4=1 5=1 6=5184\nConvolution Conv_129 1 1 386 388 0=24 1=3 4=1 5=1 6=5184\nConvolution Conv_130 1 1 380_splitncnn_0 389 0=64 1=3 4=1 6=13824\nGroupNorm Add_139 1 1 389 400 0=16 1=64 2=1.000000e-05\nReLU Relu_140 1 1 400 401\nConvolution Conv_141 1 1 401 402 0=64 1=3 4=1 6=36864\nGroupNorm Add_150 1 1 402 413 0=16 1=64 2=1.000000e-05\nReLU Relu_151 1 1 413 414\nSplit splitncnn_17 1 2 414 414_splitncnn_0 414_splitncnn_1\nConvolution Conv_152 1 1 414_splitncnn_1 420 0=2 1=3 4=1 5=1 6=1152\nConvolution Conv_153 1 1 414_splitncnn_0 416 0=8 1=3 4=1 5=1 6=4608\nBinaryOp Mul_154 1 1 416 bbox_8 0=2 1=1 2=8.394209e-01\nSigmoid Sigmoid_158 1 1 420 score_8\nConvolution Conv_162 1 1 387 425 0=64 1=3 4=1 6=13824\nGroupNorm Add_171 1 1 425 436 0=16 1=64 2=1.000000e-05\nReLU Relu_172 1 1 436 437\nConvolution Conv_173 1 1 437 438 0=64 1=3 4=1 6=36864\nGroupNorm Add_182 1 1 438 449 0=16 1=64 2=1.000000e-05\nReLU Relu_183 1 1 449 450\nSplit splitncnn_18 1 2 450 450_splitncnn_0 450_splitncnn_1\nConvolution Conv_184 1 1 450_splitncnn_1 456 0=2 1=3 4=1 5=1 6=1152\nConvolution Conv_185 1 1 450_splitncnn_0 452 0=8 1=3 4=1 5=1 6=4608\nBinaryOp Mul_186 1 1 452 bbox_16 0=2 1=1 2=1.251327e+00\nSigmoid Sigmoid_190 1 1 456 score_16\nConvolution Conv_194 1 1 388 461 0=64 1=3 4=1 6=13824\nGroupNorm Add_203 1 1 461 472 0=16 1=64 2=1.000000e-05\nReLU Relu_204 1 1 472 473\nConvolution Conv_205 1 1 473 474 0=64 1=3 4=1 6=36864\nGroupNorm Add_214 1 1 474 485 0=16 1=64 2=1.000000e-05\nReLU Relu_215 1 1 485 486\nSplit splitncnn_19 1 2 486 486_splitncnn_0 486_splitncnn_1\nConvolution Conv_216 1 1 486_splitncnn_1 492 0=2 1=3 4=1 5=1 6=1152\nConvolution Conv_217 1 1 486_splitncnn_0 488 0=8 1=3 4=1 5=1 6=4608\nBinaryOp Mul_218 1 1 488 bbox_32 0=2 1=1 2=1.961941e+00\nSigmoid Sigmoid_222 1 1 492 score_32\n" }, { "path": "app/src/main/assets/scrfd_2.5g_kps-opt2.param", "content": "7767517\n120 145\nInput input.1 0 1 input.1\nConvolution Conv_0 1 1 input.1 273 0=12 1=3 3=2 4=1 5=1 6=324 9=1\nConvolution Conv_2 1 1 273 276 0=12 1=3 4=1 5=1 6=1296 9=1\nConvolution Conv_4 1 1 276 279 0=24 1=3 4=1 5=1 6=2592 9=1\nPooling MaxPool_6 1 1 279 280 1=2 2=2 5=1\nSplit splitncnn_0 1 2 280 280_splitncnn_0 280_splitncnn_1\nConvolution Conv_7 1 1 280_splitncnn_1 283 0=24 1=3 4=1 5=1 6=5184 9=1\nConvolution Conv_9 1 1 283 505 0=24 1=3 4=1 5=1 6=5184\nBinaryOp Add_10 2 1 505 280_splitncnn_0 286\nReLU Relu_11 1 1 286 287\nSplit splitncnn_1 1 2 287 287_splitncnn_0 287_splitncnn_1\nConvolution Conv_12 1 1 287_splitncnn_1 290 0=24 1=3 4=1 5=1 6=5184 9=1\nConvolution Conv_14 1 1 290 511 0=24 1=3 4=1 5=1 6=5184\nBinaryOp Add_15 2 1 511 287_splitncnn_0 293\nReLU Relu_16 1 1 293 294\nSplit splitncnn_2 1 2 294 294_splitncnn_0 294_splitncnn_1\nConvolution Conv_17 1 1 294_splitncnn_1 297 0=24 1=3 4=1 5=1 6=5184 9=1\nConvolution Conv_19 1 1 297 517 0=24 1=3 4=1 5=1 6=5184\nBinaryOp Add_20 2 1 517 294_splitncnn_0 300\nReLU Relu_21 1 1 300 301\nSplit splitncnn_3 1 2 301 301_splitncnn_0 301_splitncnn_1\nConvolution Conv_22 1 1 301_splitncnn_1 304 0=48 1=3 3=2 4=1 5=1 6=10368 9=1\nConvolution Conv_24 1 1 304 523 0=48 1=3 4=1 5=1 6=20736\nPooling AveragePool_25 1 1 301_splitncnn_0 307 0=1 1=2 2=2\nConvolution Conv_26 1 1 307 526 0=48 1=1 5=1 6=1152\nBinaryOp Add_27 2 1 523 526 310\nReLU Relu_28 1 1 310 311\nSplit splitncnn_4 1 2 311 311_splitncnn_0 311_splitncnn_1\nConvolution Conv_29 1 1 311_splitncnn_1 314 0=48 1=3 4=1 5=1 6=20736 9=1\nConvolution Conv_31 1 1 314 532 0=48 1=3 4=1 5=1 6=20736\nBinaryOp Add_32 2 1 532 311_splitncnn_0 317\nReLU Relu_33 1 1 317 318\nSplit splitncnn_5 1 2 318 318_splitncnn_0 318_splitncnn_1\nConvolution Conv_34 1 1 318_splitncnn_1 321 0=48 1=3 4=1 5=1 6=20736 9=1\nConvolution Conv_36 1 1 321 538 0=48 1=3 4=1 5=1 6=20736\nBinaryOp Add_37 2 1 538 318_splitncnn_0 324\nReLU Relu_38 1 1 324 325\nSplit splitncnn_6 1 2 325 325_splitncnn_0 325_splitncnn_1\nConvolution Conv_39 1 1 325_splitncnn_1 328 0=48 1=3 4=1 5=1 6=20736 9=1\nConvolution Conv_41 1 1 328 544 0=48 1=3 4=1 5=1 6=20736\nBinaryOp Add_42 2 1 544 325_splitncnn_0 331\nReLU Relu_43 1 1 331 332\nSplit splitncnn_7 1 2 332 332_splitncnn_0 332_splitncnn_1\nConvolution Conv_44 1 1 332_splitncnn_1 335 0=48 1=3 4=1 5=1 6=20736 9=1\nConvolution Conv_46 1 1 335 550 0=48 1=3 4=1 5=1 6=20736\nBinaryOp Add_47 2 1 550 332_splitncnn_0 338\nReLU Relu_48 1 1 338 339\nSplit splitncnn_8 1 3 339 339_splitncnn_0 339_splitncnn_1 339_splitncnn_2\nConvolution Conv_49 1 1 339_splitncnn_2 342 0=48 1=3 3=2 4=1 5=1 6=20736 9=1\nConvolution Conv_51 1 1 342 556 0=48 1=3 4=1 5=1 6=20736\nPooling AveragePool_52 1 1 339_splitncnn_1 345 0=1 1=2 2=2\nConvolution Conv_53 1 1 345 559 0=48 1=1 5=1 6=2304\nBinaryOp Add_54 2 1 556 559 348\nReLU Relu_55 1 1 348 349\nSplit splitncnn_9 1 2 349 349_splitncnn_0 349_splitncnn_1\nConvolution Conv_56 1 1 349_splitncnn_1 352 0=48 1=3 4=1 5=1 6=20736 9=1\nConvolution Conv_58 1 1 352 565 0=48 1=3 4=1 5=1 6=20736\nBinaryOp Add_59 2 1 565 349_splitncnn_0 355\nReLU Relu_60 1 1 355 356\nSplit splitncnn_10 1 2 356 356_splitncnn_0 356_splitncnn_1\nConvolution Conv_61 1 1 356_splitncnn_1 359 0=48 1=3 4=1 5=1 6=20736 9=1\nConvolution Conv_63 1 1 359 571 0=48 1=3 4=1 5=1 6=20736\nBinaryOp Add_64 2 1 571 356_splitncnn_0 362\nReLU Relu_65 1 1 362 363\nSplit splitncnn_11 1 3 363 363_splitncnn_0 363_splitncnn_1 363_splitncnn_2\nConvolution Conv_66 1 1 363_splitncnn_2 366 0=80 1=3 3=2 4=1 5=1 6=34560 9=1\nConvolution Conv_68 1 1 366 577 0=80 1=3 4=1 5=1 6=57600\nPooling AveragePool_69 1 1 363_splitncnn_1 369 0=1 1=2 2=2\nConvolution Conv_70 1 1 369 580 0=80 1=1 5=1 6=3840\nBinaryOp Add_71 2 1 577 580 372\nReLU Relu_72 1 1 372 373\nSplit splitncnn_12 1 2 373 373_splitncnn_0 373_splitncnn_1\nConvolution Conv_73 1 1 373_splitncnn_1 376 0=80 1=3 4=1 5=1 6=57600 9=1\nConvolution Conv_75 1 1 376 586 0=80 1=3 4=1 5=1 6=57600\nBinaryOp Add_76 2 1 586 373_splitncnn_0 379\nReLU Relu_77 1 1 379 380\nConvolution Conv_78 1 1 339_splitncnn_0 381 0=24 1=1 5=1 6=1152\nConvolution Conv_79 1 1 363_splitncnn_0 382 0=24 1=1 5=1 6=1152\nConvolution Conv_80 1 1 380 383 0=24 1=1 5=1 6=1920\nSplit splitncnn_13 1 2 383 383_splitncnn_0 383_splitncnn_1\nInterp Resize_99 1 1 383_splitncnn_1 402 0=1 1=2.000000e+00 2=2.000000e+00\nBinaryOp Add_100 2 1 382 402 403\nSplit splitncnn_14 1 2 403 403_splitncnn_0 403_splitncnn_1\nInterp Resize_119 1 1 403_splitncnn_1 422 0=1 1=2.000000e+00 2=2.000000e+00\nBinaryOp Add_120 2 1 381 422 423\nConvolution Conv_121 1 1 423 424 0=24 1=3 4=1 5=1 6=5184\nSplit splitncnn_15 1 2 424 424_splitncnn_0 424_splitncnn_1\nConvolution Conv_122 1 1 403_splitncnn_0 425 0=24 1=3 4=1 5=1 6=5184\nConvolution Conv_123 1 1 383_splitncnn_0 426 0=24 1=3 4=1 5=1 6=5184\nConvolution Conv_124 1 1 424_splitncnn_1 427 0=24 1=3 3=2 4=1 5=1 6=5184\nBinaryOp Add_125 2 1 425 427 428\nSplit splitncnn_16 1 2 428 428_splitncnn_0 428_splitncnn_1\nConvolution Conv_126 1 1 428_splitncnn_1 429 0=24 1=3 3=2 4=1 5=1 6=5184\nBinaryOp Add_127 2 1 426 429 430\nConvolution Conv_128 1 1 428_splitncnn_0 431 0=24 1=3 4=1 5=1 6=5184\nConvolution Conv_129 1 1 430 432 0=24 1=3 4=1 5=1 6=5184\nConvolution Conv_130 1 1 424_splitncnn_0 435 0=64 1=3 4=1 5=1 6=13824 9=1\nConvolution Conv_132 1 1 435 438 0=64 1=3 4=1 5=1 6=36864 9=1\nSplit splitncnn_17 1 3 438 438_splitncnn_0 438_splitncnn_1 438_splitncnn_2\nConvolution Conv_134 1 1 438_splitncnn_2 445 0=2 1=3 4=1 5=1 6=1152\nConvolution Conv_135 1 1 438_splitncnn_1 440 0=8 1=3 4=1 5=1 6=4608\nBinaryOp Mul_136 1 1 440 bbox_8 0=2 1=1 2=8.807251e-01\nConvolution Conv_137 1 1 438_splitncnn_0 kps_8 0=20 1=3 4=1 5=1 6=11520\nSigmoid Sigmoid_141 1 1 445 score_8\nConvolution Conv_148 1 1 431 455 0=64 1=3 4=1 5=1 6=13824 9=1\nConvolution Conv_150 1 1 455 458 0=64 1=3 4=1 5=1 6=36864 9=1\nSplit splitncnn_18 1 3 458 458_splitncnn_0 458_splitncnn_1 458_splitncnn_2\nConvolution Conv_152 1 1 458_splitncnn_2 465 0=2 1=3 4=1 5=1 6=1152\nConvolution Conv_153 1 1 458_splitncnn_1 460 0=8 1=3 4=1 5=1 6=4608\nBinaryOp Mul_154 1 1 460 bbox_16 0=2 1=1 2=9.315465e-01\nConvolution Conv_155 1 1 458_splitncnn_0 kps_16 0=20 1=3 4=1 5=1 6=11520\nSigmoid Sigmoid_159 1 1 465 score_16\nConvolution Conv_166 1 1 432 475 0=64 1=3 4=1 5=1 6=13824 9=1\nConvolution Conv_168 1 1 475 478 0=64 1=3 4=1 5=1 6=36864 9=1\nSplit splitncnn_19 1 3 478 478_splitncnn_0 478_splitncnn_1 478_splitncnn_2\nConvolution Conv_170 1 1 478_splitncnn_2 485 0=2 1=3 4=1 5=1 6=1152\nConvolution Conv_171 1 1 478_splitncnn_1 480 0=8 1=3 4=1 5=1 6=4608\nBinaryOp Mul_172 1 1 480 bbox_32 0=2 1=1 2=1.142366e+00\nConvolution Conv_173 1 1 478_splitncnn_0 kps_32 0=20 1=3 4=1 5=1 6=11520\nSigmoid Sigmoid_177 1 1 485 score_32\n" }, { "path": "app/src/main/assets/scrfd_34g-opt2.param", "content": "7767517\n323 375\nInput input.1 0 1 input.1\nConvolution Conv_0 1 1 input.1 853 0=28 1=3 3=2 4=1 5=1 6=756 9=1\nConvolution Conv_2 1 1 853 856 0=28 1=3 4=1 5=1 6=7056 9=1\nConvolution Conv_4 1 1 856 859 0=56 1=3 4=1 5=1 6=14112 9=1\nPooling MaxPool_6 1 1 859 860 1=2 2=2 5=1\nSplit splitncnn_0 1 2 860 869 860_splitncnn_1\nConvolution Conv_7 1 1 860_splitncnn_1 863 0=56 1=1 5=1 6=3136 9=1\nConvolution Conv_9 1 1 863 866 0=56 1=3 4=1 5=1 6=28224 9=1\nConvolution Conv_11 1 1 866 1478 0=224 1=1 5=1 6=12544\nConvolution Conv_13 1 1 869 1481 0=224 1=1 5=1 6=12544\nBinaryOp Add_14 2 1 1478 1481 872\nReLU Relu_15 1 1 872 873\nSplit splitncnn_1 1 2 873 873_splitncnn_0 873_splitncnn_1\nConvolution Conv_16 1 1 873_splitncnn_1 876 0=56 1=1 5=1 6=12544 9=1\nConvolution Conv_18 1 1 876 879 0=56 1=3 4=1 5=1 6=28224 9=1\nConvolution Conv_20 1 1 879 1490 0=224 1=1 5=1 6=12544\nBinaryOp Add_21 2 1 1490 873_splitncnn_0 882\nReLU Relu_22 1 1 882 883\nSplit splitncnn_2 1 2 883 883_splitncnn_0 883_splitncnn_1\nConvolution Conv_23 1 1 883_splitncnn_1 886 0=56 1=1 5=1 6=12544 9=1\nConvolution Conv_25 1 1 886 889 0=56 1=3 4=1 5=1 6=28224 9=1\nConvolution Conv_27 1 1 889 1499 0=224 1=1 5=1 6=12544\nBinaryOp Add_28 2 1 1499 883_splitncnn_0 892\nReLU Relu_29 1 1 892 893\nSplit splitncnn_3 1 2 893 893_splitncnn_0 893_splitncnn_1\nConvolution Conv_30 1 1 893_splitncnn_1 896 0=56 1=1 5=1 6=12544 9=1\nConvolution Conv_32 1 1 896 899 0=56 1=3 4=1 5=1 6=28224 9=1\nConvolution Conv_34 1 1 899 1508 0=224 1=1 5=1 6=12544\nBinaryOp Add_35 2 1 1508 893_splitncnn_0 902\nReLU Relu_36 1 1 902 903\nSplit splitncnn_4 1 2 903 903_splitncnn_0 903_splitncnn_1\nConvolution Conv_37 1 1 903_splitncnn_1 906 0=56 1=1 5=1 6=12544 9=1\nConvolution Conv_39 1 1 906 909 0=56 1=3 4=1 5=1 6=28224 9=1\nConvolution Conv_41 1 1 909 1517 0=224 1=1 5=1 6=12544\nBinaryOp Add_42 2 1 1517 903_splitncnn_0 912\nReLU Relu_43 1 1 912 913\nSplit splitncnn_5 1 2 913 913_splitncnn_0 913_splitncnn_1\nConvolution Conv_44 1 1 913_splitncnn_1 916 0=56 1=1 5=1 6=12544 9=1\nConvolution Conv_46 1 1 916 919 0=56 1=3 4=1 5=1 6=28224 9=1\nConvolution Conv_48 1 1 919 1526 0=224 1=1 5=1 6=12544\nBinaryOp Add_49 2 1 1526 913_splitncnn_0 922\nReLU Relu_50 1 1 922 923\nSplit splitncnn_6 1 2 923 923_splitncnn_0 923_splitncnn_1\nConvolution Conv_51 1 1 923_splitncnn_1 926 0=56 1=1 5=1 6=12544 9=1\nConvolution Conv_53 1 1 926 929 0=56 1=3 4=1 5=1 6=28224 9=1\nConvolution Conv_55 1 1 929 1535 0=224 1=1 5=1 6=12544\nBinaryOp Add_56 2 1 1535 923_splitncnn_0 932\nReLU Relu_57 1 1 932 933\nSplit splitncnn_7 1 2 933 933_splitncnn_0 933_splitncnn_1\nConvolution Conv_58 1 1 933_splitncnn_1 936 0=56 1=1 5=1 6=12544 9=1\nConvolution Conv_60 1 1 936 939 0=56 1=3 4=1 5=1 6=28224 9=1\nConvolution Conv_62 1 1 939 1544 0=224 1=1 5=1 6=12544\nBinaryOp Add_63 2 1 1544 933_splitncnn_0 942\nReLU Relu_64 1 1 942 943\nSplit splitncnn_8 1 2 943 943_splitncnn_0 943_splitncnn_1\nConvolution Conv_65 1 1 943_splitncnn_1 946 0=56 1=1 5=1 6=12544 9=1\nConvolution Conv_67 1 1 946 949 0=56 1=3 4=1 5=1 6=28224 9=1\nConvolution Conv_69 1 1 949 1553 0=224 1=1 5=1 6=12544\nBinaryOp Add_70 2 1 1553 943_splitncnn_0 952\nReLU Relu_71 1 1 952 953\nSplit splitncnn_9 1 2 953 953_splitncnn_0 953_splitncnn_1\nConvolution Conv_72 1 1 953_splitncnn_1 956 0=56 1=1 5=1 6=12544 9=1\nConvolution Conv_74 1 1 956 959 0=56 1=3 4=1 5=1 6=28224 9=1\nConvolution Conv_76 1 1 959 1562 0=224 1=1 5=1 6=12544\nBinaryOp Add_77 2 1 1562 953_splitncnn_0 962\nReLU Relu_78 1 1 962 963\nSplit splitncnn_10 1 2 963 963_splitncnn_0 963_splitncnn_1\nConvolution Conv_79 1 1 963_splitncnn_1 966 0=56 1=1 5=1 6=12544 9=1\nConvolution Conv_81 1 1 966 969 0=56 1=3 4=1 5=1 6=28224 9=1\nConvolution Conv_83 1 1 969 1571 0=224 1=1 5=1 6=12544\nBinaryOp Add_84 2 1 1571 963_splitncnn_0 972\nReLU Relu_85 1 1 972 973\nSplit splitncnn_11 1 2 973 973_splitncnn_0 973_splitncnn_1\nConvolution Conv_86 1 1 973_splitncnn_1 976 0=56 1=1 5=1 6=12544 9=1\nConvolution Conv_88 1 1 976 979 0=56 1=3 4=1 5=1 6=28224 9=1\nConvolution Conv_90 1 1 979 1580 0=224 1=1 5=1 6=12544\nBinaryOp Add_91 2 1 1580 973_splitncnn_0 982\nReLU Relu_92 1 1 982 983\nSplit splitncnn_12 1 2 983 983_splitncnn_0 983_splitncnn_1\nConvolution Conv_93 1 1 983_splitncnn_1 986 0=56 1=1 5=1 6=12544 9=1\nConvolution Conv_95 1 1 986 989 0=56 1=3 4=1 5=1 6=28224 9=1\nConvolution Conv_97 1 1 989 1589 0=224 1=1 5=1 6=12544\nBinaryOp Add_98 2 1 1589 983_splitncnn_0 992\nReLU Relu_99 1 1 992 993\nSplit splitncnn_13 1 2 993 993_splitncnn_0 993_splitncnn_1\nConvolution Conv_100 1 1 993_splitncnn_1 996 0=56 1=1 5=1 6=12544 9=1\nConvolution Conv_102 1 1 996 999 0=56 1=3 4=1 5=1 6=28224 9=1\nConvolution Conv_104 1 1 999 1598 0=224 1=1 5=1 6=12544\nBinaryOp Add_105 2 1 1598 993_splitncnn_0 1002\nReLU Relu_106 1 1 1002 1003\nSplit splitncnn_14 1 2 1003 1003_splitncnn_0 1003_splitncnn_1\nConvolution Conv_107 1 1 1003_splitncnn_1 1006 0=56 1=1 5=1 6=12544 9=1\nConvolution Conv_109 1 1 1006 1009 0=56 1=3 4=1 5=1 6=28224 9=1\nConvolution Conv_111 1 1 1009 1607 0=224 1=1 5=1 6=12544\nBinaryOp Add_112 2 1 1607 1003_splitncnn_0 1012\nReLU Relu_113 1 1 1012 1013\nSplit splitncnn_15 1 2 1013 1013_splitncnn_0 1013_splitncnn_1\nConvolution Conv_114 1 1 1013_splitncnn_1 1016 0=56 1=1 5=1 6=12544 9=1\nConvolution Conv_116 1 1 1016 1019 0=56 1=3 4=1 5=1 6=28224 9=1\nConvolution Conv_118 1 1 1019 1616 0=224 1=1 5=1 6=12544\nBinaryOp Add_119 2 1 1616 1013_splitncnn_0 1022\nReLU Relu_120 1 1 1022 1023\nSplit splitncnn_16 1 2 1023 1023_splitncnn_0 1023_splitncnn_1\nConvolution Conv_121 1 1 1023_splitncnn_1 1026 0=56 1=1 5=1 6=12544 9=1\nConvolution Conv_123 1 1 1026 1029 0=56 1=3 4=1 5=1 6=28224 9=1\nConvolution Conv_125 1 1 1029 1625 0=224 1=1 5=1 6=12544\nBinaryOp Add_126 2 1 1625 1023_splitncnn_0 1032\nReLU Relu_127 1 1 1032 1033\nSplit splitncnn_17 1 2 1033 1033_splitncnn_0 1033_splitncnn_1\nConvolution Conv_128 1 1 1033_splitncnn_1 1036 0=56 1=1 5=1 6=12544 9=1\nConvolution Conv_130 1 1 1036 1039 0=56 1=3 3=2 4=1 5=1 6=28224 9=1\nConvolution Conv_132 1 1 1039 1634 0=224 1=1 5=1 6=12544\nPooling AveragePool_133 1 1 1033_splitncnn_0 1042 0=1 1=2 2=2\nConvolution Conv_134 1 1 1042 1637 0=224 1=1 5=1 6=50176\nBinaryOp Add_135 2 1 1634 1637 1045\nReLU Relu_136 1 1 1045 1046\nSplit splitncnn_18 1 2 1046 1046_splitncnn_0 1046_splitncnn_1\nConvolution Conv_137 1 1 1046_splitncnn_1 1049 0=56 1=1 5=1 6=12544 9=1\nConvolution Conv_139 1 1 1049 1052 0=56 1=3 4=1 5=1 6=28224 9=1\nConvolution Conv_141 1 1 1052 1646 0=224 1=1 5=1 6=12544\nBinaryOp Add_142 2 1 1646 1046_splitncnn_0 1055\nReLU Relu_143 1 1 1055 1056\nSplit splitncnn_19 1 2 1056 1056_splitncnn_0 1056_splitncnn_1\nConvolution Conv_144 1 1 1056_splitncnn_1 1059 0=56 1=1 5=1 6=12544 9=1\nConvolution Conv_146 1 1 1059 1062 0=56 1=3 4=1 5=1 6=28224 9=1\nConvolution Conv_148 1 1 1062 1655 0=224 1=1 5=1 6=12544\nBinaryOp Add_149 2 1 1655 1056_splitncnn_0 1065\nReLU Relu_150 1 1 1065 1066\nSplit splitncnn_20 1 2 1066 1066_splitncnn_0 1066_splitncnn_1\nConvolution Conv_151 1 1 1066_splitncnn_1 1069 0=56 1=1 5=1 6=12544 9=1\nConvolution Conv_153 1 1 1069 1072 0=56 1=3 4=1 5=1 6=28224 9=1\nConvolution Conv_155 1 1 1072 1664 0=224 1=1 5=1 6=12544\nBinaryOp Add_156 2 1 1664 1066_splitncnn_0 1075\nReLU Relu_157 1 1 1075 1076\nSplit splitncnn_21 1 2 1076 1076_splitncnn_0 1076_splitncnn_1\nConvolution Conv_158 1 1 1076_splitncnn_1 1079 0=56 1=1 5=1 6=12544 9=1\nConvolution Conv_160 1 1 1079 1082 0=56 1=3 4=1 5=1 6=28224 9=1\nConvolution Conv_162 1 1 1082 1673 0=224 1=1 5=1 6=12544\nBinaryOp Add_163 2 1 1673 1076_splitncnn_0 1085\nReLU Relu_164 1 1 1085 1086\nSplit splitncnn_22 1 2 1086 1086_splitncnn_0 1086_splitncnn_1\nConvolution Conv_165 1 1 1086_splitncnn_1 1089 0=56 1=1 5=1 6=12544 9=1\nConvolution Conv_167 1 1 1089 1092 0=56 1=3 4=1 5=1 6=28224 9=1\nConvolution Conv_169 1 1 1092 1682 0=224 1=1 5=1 6=12544\nBinaryOp Add_170 2 1 1682 1086_splitncnn_0 1095\nReLU Relu_171 1 1 1095 1096\nSplit splitncnn_23 1 2 1096 1096_splitncnn_0 1096_splitncnn_1\nConvolution Conv_172 1 1 1096_splitncnn_1 1099 0=56 1=1 5=1 6=12544 9=1\nConvolution Conv_174 1 1 1099 1102 0=56 1=3 4=1 5=1 6=28224 9=1\nConvolution Conv_176 1 1 1102 1691 0=224 1=1 5=1 6=12544\nBinaryOp Add_177 2 1 1691 1096_splitncnn_0 1105\nReLU Relu_178 1 1 1105 1106\nSplit splitncnn_24 1 2 1106 1106_splitncnn_0 1106_splitncnn_1\nConvolution Conv_179 1 1 1106_splitncnn_1 1109 0=56 1=1 5=1 6=12544 9=1\nConvolution Conv_181 1 1 1109 1112 0=56 1=3 4=1 5=1 6=28224 9=1\nConvolution Conv_183 1 1 1112 1700 0=224 1=1 5=1 6=12544\nBinaryOp Add_184 2 1 1700 1106_splitncnn_0 1115\nReLU Relu_185 1 1 1115 1116\nSplit splitncnn_25 1 2 1116 1116_splitncnn_0 1116_splitncnn_1\nConvolution Conv_186 1 1 1116_splitncnn_1 1119 0=56 1=1 5=1 6=12544 9=1\nConvolution Conv_188 1 1 1119 1122 0=56 1=3 4=1 5=1 6=28224 9=1\nConvolution Conv_190 1 1 1122 1709 0=224 1=1 5=1 6=12544\nBinaryOp Add_191 2 1 1709 1116_splitncnn_0 1125\nReLU Relu_192 1 1 1125 1126\nSplit splitncnn_26 1 2 1126 1126_splitncnn_0 1126_splitncnn_1\nConvolution Conv_193 1 1 1126_splitncnn_1 1129 0=56 1=1 5=1 6=12544 9=1\nConvolution Conv_195 1 1 1129 1132 0=56 1=3 4=1 5=1 6=28224 9=1\nConvolution Conv_197 1 1 1132 1718 0=224 1=1 5=1 6=12544\nBinaryOp Add_198 2 1 1718 1126_splitncnn_0 1135\nReLU Relu_199 1 1 1135 1136\nSplit splitncnn_27 1 2 1136 1136_splitncnn_0 1136_splitncnn_1\nConvolution Conv_200 1 1 1136_splitncnn_1 1139 0=56 1=1 5=1 6=12544 9=1\nConvolution Conv_202 1 1 1139 1142 0=56 1=3 4=1 5=1 6=28224 9=1\nConvolution Conv_204 1 1 1142 1727 0=224 1=1 5=1 6=12544\nBinaryOp Add_205 2 1 1727 1136_splitncnn_0 1145\nReLU Relu_206 1 1 1145 1146\nSplit splitncnn_28 1 2 1146 1146_splitncnn_0 1146_splitncnn_1\nConvolution Conv_207 1 1 1146_splitncnn_1 1149 0=56 1=1 5=1 6=12544 9=1\nConvolution Conv_209 1 1 1149 1152 0=56 1=3 4=1 5=1 6=28224 9=1\nConvolution Conv_211 1 1 1152 1736 0=224 1=1 5=1 6=12544\nBinaryOp Add_212 2 1 1736 1146_splitncnn_0 1155\nReLU Relu_213 1 1 1155 1156\nSplit splitncnn_29 1 2 1156 1156_splitncnn_0 1156_splitncnn_1\nConvolution Conv_214 1 1 1156_splitncnn_1 1159 0=56 1=1 5=1 6=12544 9=1\nConvolution Conv_216 1 1 1159 1162 0=56 1=3 4=1 5=1 6=28224 9=1\nConvolution Conv_218 1 1 1162 1745 0=224 1=1 5=1 6=12544\nBinaryOp Add_219 2 1 1745 1156_splitncnn_0 1165\nReLU Relu_220 1 1 1165 1166\nSplit splitncnn_30 1 2 1166 1166_splitncnn_0 1166_splitncnn_1\nConvolution Conv_221 1 1 1166_splitncnn_1 1169 0=56 1=1 5=1 6=12544 9=1\nConvolution Conv_223 1 1 1169 1172 0=56 1=3 4=1 5=1 6=28224 9=1\nConvolution Conv_225 1 1 1172 1754 0=224 1=1 5=1 6=12544\nBinaryOp Add_226 2 1 1754 1166_splitncnn_0 1175\nReLU Relu_227 1 1 1175 1176\nSplit splitncnn_31 1 2 1176 1176_splitncnn_0 1176_splitncnn_1\nConvolution Conv_228 1 1 1176_splitncnn_1 1179 0=56 1=1 5=1 6=12544 9=1\nConvolution Conv_230 1 1 1179 1182 0=56 1=3 4=1 5=1 6=28224 9=1\nConvolution Conv_232 1 1 1182 1763 0=224 1=1 5=1 6=12544\nBinaryOp Add_233 2 1 1763 1176_splitncnn_0 1185\nReLU Relu_234 1 1 1185 1186\nSplit splitncnn_32 1 2 1186 1186_splitncnn_0 1186_splitncnn_1\nConvolution Conv_235 1 1 1186_splitncnn_1 1189 0=56 1=1 5=1 6=12544 9=1\nConvolution Conv_237 1 1 1189 1192 0=56 1=3 4=1 5=1 6=28224 9=1\nConvolution Conv_239 1 1 1192 1772 0=224 1=1 5=1 6=12544\nBinaryOp Add_240 2 1 1772 1186_splitncnn_0 1195\nReLU Relu_241 1 1 1195 1196\nSplit splitncnn_33 1 3 1196 1196_splitncnn_0 1196_splitncnn_1 1196_splitncnn_2\nConvolution Conv_242 1 1 1196_splitncnn_2 1199 0=144 1=1 5=1 6=32256 9=1\nConvolution Conv_244 1 1 1199 1202 0=144 1=3 3=2 4=1 5=1 6=186624 9=1\nConvolution Conv_246 1 1 1202 1781 0=576 1=1 5=1 6=82944\nPooling AveragePool_247 1 1 1196_splitncnn_1 1205 0=1 1=2 2=2\nConvolution Conv_248 1 1 1205 1784 0=576 1=1 5=1 6=129024\nBinaryOp Add_249 2 1 1781 1784 1208\nReLU Relu_250 1 1 1208 1209\nSplit splitncnn_34 1 2 1209 1209_splitncnn_0 1209_splitncnn_1\nConvolution Conv_251 1 1 1209_splitncnn_1 1212 0=144 1=1 5=1 6=82944 9=1\nConvolution Conv_253 1 1 1212 1215 0=144 1=3 4=1 5=1 6=186624 9=1\nConvolution Conv_255 1 1 1215 1793 0=576 1=1 5=1 6=82944\nBinaryOp Add_256 2 1 1793 1209_splitncnn_0 1218\nReLU Relu_257 1 1 1218 1219\nSplit splitncnn_35 1 3 1219 1219_splitncnn_0 1219_splitncnn_1 1219_splitncnn_2\nConvolution Conv_258 1 1 1219_splitncnn_2 1222 0=184 1=1 5=1 6=105984 9=1\nConvolution Conv_260 1 1 1222 1225 0=184 1=3 3=2 4=1 5=1 6=304704 9=1\nConvolution Conv_262 1 1 1225 1802 0=736 1=1 5=1 6=135424\nPooling AveragePool_263 1 1 1219_splitncnn_1 1228 0=1 1=2 2=2\nConvolution Conv_264 1 1 1228 1805 0=736 1=1 5=1 6=423936\nBinaryOp Add_265 2 1 1802 1805 1231\nReLU Relu_266 1 1 1231 1232\nSplit splitncnn_36 1 2 1232 1232_splitncnn_0 1232_splitncnn_1\nConvolution Conv_267 1 1 1232_splitncnn_1 1235 0=184 1=1 5=1 6=135424 9=1\nConvolution Conv_269 1 1 1235 1238 0=184 1=3 4=1 5=1 6=304704 9=1\nConvolution Conv_271 1 1 1238 1814 0=736 1=1 5=1 6=135424\nBinaryOp Add_272 2 1 1814 1232_splitncnn_0 1241\nReLU Relu_273 1 1 1241 1242\nSplit splitncnn_37 1 2 1242 1242_splitncnn_0 1242_splitncnn_1\nConvolution Conv_274 1 1 1242_splitncnn_1 1245 0=184 1=1 5=1 6=135424 9=1\nConvolution Conv_276 1 1 1245 1248 0=184 1=3 4=1 5=1 6=304704 9=1\nConvolution Conv_278 1 1 1248 1823 0=736 1=1 5=1 6=135424\nBinaryOp Add_279 2 1 1823 1242_splitncnn_0 1251\nReLU Relu_280 1 1 1251 1252\nSplit splitncnn_38 1 2 1252 1252_splitncnn_0 1252_splitncnn_1\nConvolution Conv_281 1 1 1252_splitncnn_1 1255 0=184 1=1 5=1 6=135424 9=1\nConvolution Conv_283 1 1 1255 1258 0=184 1=3 4=1 5=1 6=304704 9=1\nConvolution Conv_285 1 1 1258 1832 0=736 1=1 5=1 6=135424\nBinaryOp Add_286 2 1 1832 1252_splitncnn_0 1261\nReLU Relu_287 1 1 1261 1262\nSplit splitncnn_39 1 2 1262 1262_splitncnn_0 1262_splitncnn_1\nConvolution Conv_288 1 1 1262_splitncnn_1 1265 0=184 1=1 5=1 6=135424 9=1\nConvolution Conv_290 1 1 1265 1268 0=184 1=3 4=1 5=1 6=304704 9=1\nConvolution Conv_292 1 1 1268 1841 0=736 1=1 5=1 6=135424\nBinaryOp Add_293 2 1 1841 1262_splitncnn_0 1271\nReLU Relu_294 1 1 1271 1272\nSplit splitncnn_40 1 2 1272 1272_splitncnn_0 1272_splitncnn_1\nConvolution Conv_295 1 1 1272_splitncnn_1 1275 0=184 1=1 5=1 6=135424 9=1\nConvolution Conv_297 1 1 1275 1278 0=184 1=3 4=1 5=1 6=304704 9=1\nConvolution Conv_299 1 1 1278 1850 0=736 1=1 5=1 6=135424\nBinaryOp Add_300 2 1 1850 1272_splitncnn_0 1281\nReLU Relu_301 1 1 1281 1282\nSplit splitncnn_41 1 2 1282 1282_splitncnn_0 1282_splitncnn_1\nConvolution Conv_302 1 1 1282_splitncnn_1 1285 0=184 1=1 5=1 6=135424 9=1\nConvolution Conv_304 1 1 1285 1288 0=184 1=3 4=1 5=1 6=304704 9=1\nConvolution Conv_306 1 1 1288 1859 0=736 1=1 5=1 6=135424\nBinaryOp Add_307 2 1 1859 1282_splitncnn_0 1291\nReLU Relu_308 1 1 1291 1292\nSplit splitncnn_42 1 2 1292 1292_splitncnn_0 1292_splitncnn_1\nConvolution Conv_309 1 1 1292_splitncnn_1 1295 0=184 1=1 5=1 6=135424 9=1\nConvolution Conv_311 1 1 1295 1298 0=184 1=3 4=1 5=1 6=304704 9=1\nConvolution Conv_313 1 1 1298 1868 0=736 1=1 5=1 6=135424\nBinaryOp Add_314 2 1 1868 1292_splitncnn_0 1301\nReLU Relu_315 1 1 1301 1302\nConvolution Conv_316 1 1 1196_splitncnn_0 1303 0=128 1=1 5=1 6=28672\nConvolution Conv_317 1 1 1219_splitncnn_0 1304 0=128 1=1 5=1 6=73728\nConvolution Conv_318 1 1 1302 1305 0=128 1=1 5=1 6=94208\nSplit splitncnn_43 1 2 1305 1305_splitncnn_0 1305_splitncnn_1\nInterp Resize_337 1 1 1305_splitncnn_1 1324 0=1 1=2.000000e+00 2=2.000000e+00\nBinaryOp Add_338 2 1 1304 1324 1325\nSplit splitncnn_44 1 2 1325 1325_splitncnn_0 1325_splitncnn_1\nInterp Resize_357 1 1 1325_splitncnn_1 1344 0=1 1=2.000000e+00 2=2.000000e+00\nBinaryOp Add_358 2 1 1303 1344 1345\nConvolution Conv_359 1 1 1345 1346 0=128 1=3 4=1 5=1 6=147456\nSplit splitncnn_45 1 2 1346 1346_splitncnn_0 1346_splitncnn_1\nConvolution Conv_360 1 1 1325_splitncnn_0 1347 0=128 1=3 4=1 5=1 6=147456\nConvolution Conv_361 1 1 1305_splitncnn_0 1348 0=128 1=3 4=1 5=1 6=147456\nConvolution Conv_362 1 1 1346_splitncnn_1 1349 0=128 1=3 3=2 4=1 5=1 6=147456\nBinaryOp Add_363 2 1 1347 1349 1350\nSplit splitncnn_46 1 2 1350 1350_splitncnn_0 1350_splitncnn_1\nConvolution Conv_364 1 1 1350_splitncnn_1 1351 0=128 1=3 3=2 4=1 5=1 6=147456\nBinaryOp Add_365 2 1 1348 1351 1352\nConvolution Conv_366 1 1 1350_splitncnn_0 1353 0=128 1=3 4=1 5=1 6=147456\nConvolution Conv_367 1 1 1352 1354 0=128 1=3 4=1 5=1 6=147456\nConvolution Conv_368 1 1 1346_splitncnn_0 1355 0=256 1=3 4=1 6=294912\nGroupNorm Add_377 1 1 1355 1366 0=32 1=256 2=1.000000e-05\nReLU Relu_378 1 1 1366 1367\nConvolution Conv_379 1 1 1367 1368 0=256 1=3 4=1 6=589824\nGroupNorm Add_388 1 1 1368 1379 0=32 1=256 2=1.000000e-05\nReLU Relu_389 1 1 1379 1380\nSplit splitncnn_47 1 2 1380 1380_splitncnn_0 1380_splitncnn_1\nConvolution Conv_390 1 1 1380_splitncnn_1 1386 0=2 1=3 4=1 5=1 6=4608\nConvolution Conv_391 1 1 1380_splitncnn_0 1382 0=8 1=3 4=1 5=1 6=18432\nBinaryOp Mul_392 1 1 1382 bbox_8 0=2 1=1 2=9.446464e-01\nSigmoid Sigmoid_396 1 1 1386 score_8\nConvolution Conv_400 1 1 1353 1391 0=256 1=3 4=1 6=294912\nGroupNorm Add_409 1 1 1391 1402 0=32 1=256 2=1.000000e-05\nReLU Relu_410 1 1 1402 1403\nConvolution Conv_411 1 1 1403 1404 0=256 1=3 4=1 6=589824\nGroupNorm Add_420 1 1 1404 1415 0=32 1=256 2=1.000000e-05\nReLU Relu_421 1 1 1415 1416\nSplit splitncnn_48 1 2 1416 1416_splitncnn_0 1416_splitncnn_1\nConvolution Conv_422 1 1 1416_splitncnn_1 1422 0=2 1=3 4=1 5=1 6=4608\nConvolution Conv_423 1 1 1416_splitncnn_0 1418 0=8 1=3 4=1 5=1 6=18432\nBinaryOp Mul_424 1 1 1418 bbox_16 0=2 1=1 2=1.461800e+00\nSigmoid Sigmoid_428 1 1 1422 score_16\nConvolution Conv_432 1 1 1354 1427 0=256 1=3 4=1 6=294912\nGroupNorm Add_441 1 1 1427 1438 0=32 1=256 2=1.000000e-05\nReLU Relu_442 1 1 1438 1439\nConvolution Conv_443 1 1 1439 1440 0=256 1=3 4=1 6=589824\nGroupNorm Add_452 1 1 1440 1451 0=32 1=256 2=1.000000e-05\nReLU Relu_453 1 1 1451 1452\nSplit splitncnn_49 1 2 1452 1452_splitncnn_0 1452_splitncnn_1\nConvolution Conv_454 1 1 1452_splitncnn_1 1458 0=2 1=3 4=1 5=1 6=4608\nConvolution Conv_455 1 1 1452_splitncnn_0 1454 0=8 1=3 4=1 5=1 6=18432\nBinaryOp Mul_456 1 1 1454 bbox_32 0=2 1=1 2=1.589572e+00\nSigmoid Sigmoid_460 1 1 1458 score_32\n" }, { "path": "app/src/main/assets/scrfd_500m-opt2.param", "content": "7767517\n103 112\nInput input.1 0 1 input.1\nConvolution Conv_0 1 1 input.1 217 0=16 1=3 3=2 4=1 5=1 6=432 9=1\nConvolutionDepthWise Conv_2 1 1 217 220 0=16 1=3 4=1 5=1 6=144 7=16 9=1\nConvolution Conv_4 1 1 220 223 0=16 1=1 5=1 6=256 9=1\nConvolutionDepthWise Conv_6 1 1 223 226 0=16 1=3 3=2 4=1 5=1 6=144 7=16 9=1\nConvolution Conv_8 1 1 226 229 0=40 1=1 5=1 6=640 9=1\nConvolutionDepthWise Conv_10 1 1 229 232 0=40 1=3 4=1 5=1 6=360 7=40 9=1\nConvolution Conv_12 1 1 232 235 0=40 1=1 5=1 6=1600 9=1\nConvolutionDepthWise Conv_14 1 1 235 238 0=40 1=3 3=2 4=1 5=1 6=360 7=40 9=1\nConvolution Conv_16 1 1 238 241 0=72 1=1 5=1 6=2880 9=1\nConvolutionDepthWise Conv_18 1 1 241 244 0=72 1=3 4=1 5=1 6=648 7=72 9=1\nConvolution Conv_20 1 1 244 247 0=72 1=1 5=1 6=5184 9=1\nConvolutionDepthWise Conv_22 1 1 247 250 0=72 1=3 4=1 5=1 6=648 7=72 9=1\nConvolution Conv_24 1 1 250 253 0=72 1=1 5=1 6=5184 9=1\nSplit splitncnn_0 1 2 253 253_splitncnn_0 253_splitncnn_1\nConvolutionDepthWise Conv_26 1 1 253_splitncnn_1 256 0=72 1=3 3=2 4=1 5=1 6=648 7=72 9=1\nConvolution Conv_28 1 1 256 259 0=152 1=1 5=1 6=10944 9=1\nConvolutionDepthWise Conv_30 1 1 259 262 0=152 1=3 4=1 5=1 6=1368 7=152 9=1\nConvolution Conv_32 1 1 262 265 0=152 1=1 5=1 6=23104 9=1\nSplit splitncnn_1 1 2 265 265_splitncnn_0 265_splitncnn_1\nConvolutionDepthWise Conv_34 1 1 265_splitncnn_1 268 0=152 1=3 3=2 4=1 5=1 6=1368 7=152 9=1\nConvolution Conv_36 1 1 268 271 0=288 1=1 5=1 6=43776 9=1\nConvolutionDepthWise Conv_38 1 1 271 274 0=288 1=3 4=1 5=1 6=2592 7=288 9=1\nConvolution Conv_40 1 1 274 277 0=288 1=1 5=1 6=82944 9=1\nConvolutionDepthWise Conv_42 1 1 277 280 0=288 1=3 4=1 5=1 6=2592 7=288 9=1\nConvolution Conv_44 1 1 280 283 0=288 1=1 5=1 6=82944 9=1\nConvolutionDepthWise Conv_46 1 1 283 286 0=288 1=3 4=1 5=1 6=2592 7=288 9=1\nConvolution Conv_48 1 1 286 289 0=288 1=1 5=1 6=82944 9=1\nConvolutionDepthWise Conv_50 1 1 289 292 0=288 1=3 4=1 5=1 6=2592 7=288 9=1\nConvolution Conv_52 1 1 292 295 0=288 1=1 5=1 6=82944 9=1\nConvolutionDepthWise Conv_54 1 1 295 298 0=288 1=3 4=1 5=1 6=2592 7=288 9=1\nConvolution Conv_56 1 1 298 301 0=288 1=1 5=1 6=82944 9=1\nConvolution Conv_58 1 1 253_splitncnn_0 302 0=16 1=1 5=1 6=1152\nConvolution Conv_59 1 1 265_splitncnn_0 303 0=16 1=1 5=1 6=2432\nConvolution Conv_60 1 1 301 304 0=16 1=1 5=1 6=4608\nSplit splitncnn_2 1 2 304 304_splitncnn_0 304_splitncnn_1\nInterp Resize_79 1 1 304_splitncnn_1 323 0=1 1=2.000000e+00 2=2.000000e+00\nBinaryOp Add_80 2 1 303 323 324\nSplit splitncnn_3 1 2 324 324_splitncnn_0 324_splitncnn_1\nInterp Resize_99 1 1 324_splitncnn_1 343 0=1 1=2.000000e+00 2=2.000000e+00\nBinaryOp Add_100 2 1 302 343 344\nConvolution Conv_101 1 1 344 345 0=16 1=3 4=1 5=1 6=2304\nSplit splitncnn_4 1 2 345 345_splitncnn_0 345_splitncnn_1\nConvolution Conv_102 1 1 324_splitncnn_0 346 0=16 1=3 4=1 5=1 6=2304\nConvolution Conv_103 1 1 304_splitncnn_0 347 0=16 1=3 4=1 5=1 6=2304\nConvolution Conv_104 1 1 345_splitncnn_1 348 0=16 1=3 3=2 4=1 5=1 6=2304\nBinaryOp Add_105 2 1 346 348 349\nSplit splitncnn_5 1 2 349 349_splitncnn_0 349_splitncnn_1\nConvolution Conv_106 1 1 349_splitncnn_1 350 0=16 1=3 3=2 4=1 5=1 6=2304\nBinaryOp Add_107 2 1 347 350 351\nConvolution Conv_108 1 1 349_splitncnn_0 352 0=16 1=3 4=1 5=1 6=2304\nConvolution Conv_109 1 1 351 353 0=16 1=3 4=1 5=1 6=2304\nConvolutionDepthWise Conv_110 1 1 345_splitncnn_0 354 0=16 1=3 4=1 6=144 7=16\nGroupNorm Add_119 1 1 354 365 0=16 1=16 2=1.000000e-05\nReLU Relu_120 1 1 365 366\nConvolution Conv_121 1 1 366 367 0=64 1=1 6=1024\nGroupNorm Add_130 1 1 367 378 0=16 1=64 2=1.000000e-05\nReLU Relu_131 1 1 378 379\nConvolutionDepthWise Conv_132 1 1 379 380 0=64 1=3 4=1 6=576 7=64\nGroupNorm Add_141 1 1 380 391 0=16 1=64 2=1.000000e-05\nReLU Relu_142 1 1 391 392\nConvolution Conv_143 1 1 392 393 0=64 1=1 6=4096\nGroupNorm Add_152 1 1 393 404 0=16 1=64 2=1.000000e-05\nReLU Relu_153 1 1 404 405\nSplit splitncnn_6 1 2 405 405_splitncnn_0 405_splitncnn_1\nConvolution Conv_154 1 1 405_splitncnn_1 411 0=2 1=3 4=1 5=1 6=1152\nConvolution Conv_155 1 1 405_splitncnn_0 407 0=8 1=3 4=1 5=1 6=4608\nBinaryOp Mul_156 1 1 407 bbox_8 0=2 1=1 2=7.957783e-01\nSigmoid Sigmoid_160 1 1 411 score_8\nConvolutionDepthWise Conv_164 1 1 352 416 0=16 1=3 4=1 6=144 7=16\nGroupNorm Add_173 1 1 416 427 0=16 1=16 2=1.000000e-05\nReLU Relu_174 1 1 427 428\nConvolution Conv_175 1 1 428 429 0=64 1=1 6=1024\nGroupNorm Add_184 1 1 429 440 0=16 1=64 2=1.000000e-05\nReLU Relu_185 1 1 440 441\nConvolutionDepthWise Conv_186 1 1 441 442 0=64 1=3 4=1 6=576 7=64\nGroupNorm Add_195 1 1 442 453 0=16 1=64 2=1.000000e-05\nReLU Relu_196 1 1 453 454\nConvolution Conv_197 1 1 454 455 0=64 1=1 6=4096\nGroupNorm Add_206 1 1 455 466 0=16 1=64 2=1.000000e-05\nReLU Relu_207 1 1 466 467\nSplit splitncnn_7 1 2 467 467_splitncnn_0 467_splitncnn_1\nConvolution Conv_208 1 1 467_splitncnn_1 473 0=2 1=3 4=1 5=1 6=1152\nConvolution Conv_209 1 1 467_splitncnn_0 469 0=8 1=3 4=1 5=1 6=4608\nBinaryOp Mul_210 1 1 469 bbox_16 0=2 1=1 2=1.201926e+00\nSigmoid Sigmoid_214 1 1 473 score_16\nConvolutionDepthWise Conv_218 1 1 353 478 0=16 1=3 4=1 6=144 7=16\nGroupNorm Add_227 1 1 478 489 0=16 1=16 2=1.000000e-05\nReLU Relu_228 1 1 489 490\nConvolution Conv_229 1 1 490 491 0=64 1=1 6=1024\nGroupNorm Add_238 1 1 491 502 0=16 1=64 2=1.000000e-05\nReLU Relu_239 1 1 502 503\nConvolutionDepthWise Conv_240 1 1 503 504 0=64 1=3 4=1 6=576 7=64\nGroupNorm Add_249 1 1 504 515 0=16 1=64 2=1.000000e-05\nReLU Relu_250 1 1 515 516\nConvolution Conv_251 1 1 516 517 0=64 1=1 6=4096\nGroupNorm Add_260 1 1 517 528 0=16 1=64 2=1.000000e-05\nReLU Relu_261 1 1 528 529\nSplit splitncnn_8 1 2 529 529_splitncnn_0 529_splitncnn_1\nConvolution Conv_262 1 1 529_splitncnn_1 535 0=2 1=3 4=1 5=1 6=1152\nConvolution Conv_263 1 1 529_splitncnn_0 531 0=8 1=3 4=1 5=1 6=4608\nBinaryOp Mul_264 1 1 531 bbox_32 0=2 1=1 2=1.992024e+00\nSigmoid Sigmoid_268 1 1 535 score_32\n" }, { "path": "app/src/main/assets/scrfd_500m_kps-opt2.param", "content": "7767517\n79 91\nInput input.1 0 1 input.1\nConvolution Conv_0 1 1 input.1 288 0=16 1=3 3=2 4=1 5=1 6=432 9=1\nConvolutionDepthWise Conv_3 1 1 288 291 0=16 1=3 4=1 5=1 6=144 7=16 9=1\nConvolution Conv_6 1 1 291 294 0=16 1=1 5=1 6=256 9=1\nConvolutionDepthWise Conv_9 1 1 294 297 0=16 1=3 3=2 4=1 5=1 6=144 7=16 9=1\nConvolution Conv_12 1 1 297 300 0=40 1=1 5=1 6=640 9=1\nConvolutionDepthWise Conv_15 1 1 300 303 0=40 1=3 4=1 5=1 6=360 7=40 9=1\nConvolution Conv_18 1 1 303 306 0=40 1=1 5=1 6=1600 9=1\nConvolutionDepthWise Conv_21 1 1 306 309 0=40 1=3 3=2 4=1 5=1 6=360 7=40 9=1\nConvolution Conv_24 1 1 309 312 0=72 1=1 5=1 6=2880 9=1\nConvolutionDepthWise Conv_27 1 1 312 315 0=72 1=3 4=1 5=1 6=648 7=72 9=1\nConvolution Conv_30 1 1 315 318 0=72 1=1 5=1 6=5184 9=1\nConvolutionDepthWise Conv_33 1 1 318 321 0=72 1=3 4=1 5=1 6=648 7=72 9=1\nConvolution Conv_36 1 1 321 324 0=72 1=1 5=1 6=5184 9=1\nSplit splitncnn_0 1 2 324 324_splitncnn_0 324_splitncnn_1\nConvolutionDepthWise Conv_39 1 1 324_splitncnn_1 327 0=72 1=3 3=2 4=1 5=1 6=648 7=72 9=1\nConvolution Conv_42 1 1 327 330 0=152 1=1 5=1 6=10944 9=1\nConvolutionDepthWise Conv_45 1 1 330 333 0=152 1=3 4=1 5=1 6=1368 7=152 9=1\nConvolution Conv_48 1 1 333 336 0=152 1=1 5=1 6=23104 9=1\nSplit splitncnn_1 1 2 336 336_splitncnn_0 336_splitncnn_1\nConvolutionDepthWise Conv_51 1 1 336_splitncnn_1 339 0=152 1=3 3=2 4=1 5=1 6=1368 7=152 9=1\nConvolution Conv_54 1 1 339 342 0=288 1=1 5=1 6=43776 9=1\nConvolutionDepthWise Conv_57 1 1 342 345 0=288 1=3 4=1 5=1 6=2592 7=288 9=1\nConvolution Conv_60 1 1 345 348 0=288 1=1 5=1 6=82944 9=1\nConvolutionDepthWise Conv_63 1 1 348 351 0=288 1=3 4=1 5=1 6=2592 7=288 9=1\nConvolution Conv_66 1 1 351 354 0=288 1=1 5=1 6=82944 9=1\nConvolutionDepthWise Conv_69 1 1 354 357 0=288 1=3 4=1 5=1 6=2592 7=288 9=1\nConvolution Conv_72 1 1 357 360 0=288 1=1 5=1 6=82944 9=1\nConvolutionDepthWise Conv_75 1 1 360 363 0=288 1=3 4=1 5=1 6=2592 7=288 9=1\nConvolution Conv_78 1 1 363 366 0=288 1=1 5=1 6=82944 9=1\nConvolutionDepthWise Conv_81 1 1 366 369 0=288 1=3 4=1 5=1 6=2592 7=288 9=1\nConvolution Conv_84 1 1 369 372 0=288 1=1 5=1 6=82944 9=1\nConvolution Conv_87 1 1 324_splitncnn_0 373 0=16 1=1 5=1 6=1152\nConvolution Conv_88 1 1 336_splitncnn_0 374 0=16 1=1 5=1 6=2432\nConvolution Conv_89 1 1 372 375 0=16 1=1 5=1 6=4608\nSplit splitncnn_2 1 2 375 375_splitncnn_0 375_splitncnn_1\nInterp Resize_108 1 1 375_splitncnn_1 394 0=1 1=2.000000e+00 2=2.000000e+00\nBinaryOp Add_109 2 1 374 394 395\nSplit splitncnn_3 1 2 395 395_splitncnn_0 395_splitncnn_1\nInterp Resize_128 1 1 395_splitncnn_1 414 0=1 1=2.000000e+00 2=2.000000e+00\nBinaryOp Add_129 2 1 373 414 415\nConvolution Conv_130 1 1 415 416 0=16 1=3 4=1 5=1 6=2304\nSplit splitncnn_4 1 2 416 416_splitncnn_0 416_splitncnn_1\nConvolution Conv_131 1 1 395_splitncnn_0 417 0=16 1=3 4=1 5=1 6=2304\nConvolution Conv_132 1 1 375_splitncnn_0 418 0=16 1=3 4=1 5=1 6=2304\nConvolution Conv_133 1 1 416_splitncnn_1 419 0=16 1=3 3=2 4=1 5=1 6=2304\nBinaryOp Add_134 2 1 417 419 420\nSplit splitncnn_5 1 2 420 420_splitncnn_0 420_splitncnn_1\nConvolution Conv_135 1 1 420_splitncnn_1 421 0=16 1=3 3=2 4=1 5=1 6=2304\nBinaryOp Add_136 2 1 418 421 422\nConvolution Conv_137 1 1 420_splitncnn_0 423 0=16 1=3 4=1 5=1 6=2304\nConvolution Conv_138 1 1 422 424 0=16 1=3 4=1 5=1 6=2304\nConvolutionDepthWise Conv_139 1 1 416_splitncnn_0 427 0=16 1=3 4=1 5=1 6=144 7=16 9=1\nConvolution Conv_142 1 1 427 430 0=64 1=1 5=1 6=1024 9=1\nConvolutionDepthWise Conv_145 1 1 430 433 0=64 1=3 4=1 5=1 6=576 7=64 9=1\nConvolution Conv_148 1 1 433 436 0=64 1=1 5=1 6=4096 9=1\nSplit splitncnn_6 1 3 436 436_splitncnn_0 436_splitncnn_1 436_splitncnn_2\nConvolution Conv_151 1 1 436_splitncnn_2 442 0=2 1=3 4=1 5=1 6=1152\nConvolution Conv_152 1 1 436_splitncnn_1 bbox_8 0=8 1=3 4=1 5=1 6=4608\nConvolution Conv_153 1 1 436_splitncnn_0 kps_8 0=20 1=3 4=1 5=1 6=11520\nSigmoid Sigmoid_157 1 1 442 score_8\nConvolutionDepthWise Conv_164 1 1 423 452 0=16 1=3 4=1 5=1 6=144 7=16 9=1\nConvolution Conv_167 1 1 452 455 0=64 1=1 5=1 6=1024 9=1\nConvolutionDepthWise Conv_170 1 1 455 458 0=64 1=3 4=1 5=1 6=576 7=64 9=1\nConvolution Conv_173 1 1 458 461 0=64 1=1 5=1 6=4096 9=1\nSplit splitncnn_7 1 3 461 461_splitncnn_0 461_splitncnn_1 461_splitncnn_2\nConvolution Conv_176 1 1 461_splitncnn_2 467 0=2 1=3 4=1 5=1 6=1152\nConvolution Conv_177 1 1 461_splitncnn_1 bbox_16 0=8 1=3 4=1 5=1 6=4608\nConvolution Conv_178 1 1 461_splitncnn_0 kps_16 0=20 1=3 4=1 5=1 6=11520\nSigmoid Sigmoid_182 1 1 467 score_16\nConvolutionDepthWise Conv_189 1 1 424 477 0=16 1=3 4=1 5=1 6=144 7=16 9=1\nConvolution Conv_192 1 1 477 480 0=64 1=1 5=1 6=1024 9=1\nConvolutionDepthWise Conv_195 1 1 480 483 0=64 1=3 4=1 5=1 6=576 7=64 9=1\nConvolution Conv_198 1 1 483 486 0=64 1=1 5=1 6=4096 9=1\nSplit splitncnn_8 1 3 486 486_splitncnn_0 486_splitncnn_1 486_splitncnn_2\nConvolution Conv_201 1 1 486_splitncnn_2 492 0=2 1=3 4=1 5=1 6=1152\nConvolution Conv_202 1 1 486_splitncnn_1 bbox_32 0=8 1=3 4=1 5=1 6=4608\nConvolution Conv_203 1 1 486_splitncnn_0 kps_32 0=20 1=3 4=1 5=1 6=11520\nSigmoid Sigmoid_207 1 1 492 score_32\n" }, { "path": "app/src/main/java/com/tencent/scrfdncnn/MainActivity.java", "content": "// Tencent is pleased to support the open source community by making ncnn available.\n//\n// Copyright (C) 2021 THL A29 Limited, a Tencent company. All rights reserved.\n//\n// Licensed under the BSD 3-Clause License (the \"License\"); you may not use this file except\n// in compliance with the License. You may obtain a copy of the License at\n//\n// https://opensource.org/licenses/BSD-3-Clause\n//\n// Unless required by applicable law or agreed to in writing, software distributed\n// under the License is distributed on an \"AS IS\" BASIS, WITHOUT WARRANTIES OR\n// CONDITIONS OF ANY KIND, either express or implied. See the License for the\n// specific language governing permissions and limitations under the License.\n\npackage com.tencent.scrfdncnn;\n\nimport android.Manifest;\nimport android.app.Activity;\nimport android.content.pm.PackageManager;\nimport android.graphics.PixelFormat;\nimport android.os.Bundle;\nimport android.util.Log;\nimport android.view.Surface;\nimport android.view.SurfaceHolder;\nimport android.view.SurfaceView;\nimport android.view.View;\nimport android.view.WindowManager;\nimport android.widget.AdapterView;\nimport android.widget.Button;\nimport android.widget.Spinner;\n\nimport android.support.v4.app.ActivityCompat;\nimport android.support.v4.content.ContextCompat;\n\npublic class MainActivity extends Activity implements SurfaceHolder.Callback\n{\n public static final int REQUEST_CAMERA = 100;\n\n private SCRFDNcnn scrfdncnn = new SCRFDNcnn();\n private int facing = 0;\n\n private Spinner spinnerModel;\n private Spinner spinnerCPUGPU;\n private int current_model = 0;\n private int current_cpugpu = 0;\n\n private SurfaceView cameraView;\n\n /** Called when the activity is first created. */\n @Override\n public void onCreate(Bundle savedInstanceState)\n {\n super.onCreate(savedInstanceState);\n setContentView(R.layout.main);\n\n getWindow().addFlags(WindowManager.LayoutParams.FLAG_KEEP_SCREEN_ON);\n\n cameraView = (SurfaceView) findViewById(R.id.cameraview);\n\n cameraView.getHolder().setFormat(PixelFormat.RGBA_8888);\n cameraView.getHolder().addCallback(this);\n\n Button buttonSwitchCamera = (Button) findViewById(R.id.buttonSwitchCamera);\n buttonSwitchCamera.setOnClickListener(new View.OnClickListener() {\n @Override\n public void onClick(View arg0) {\n\n int new_facing = 1 - facing;\n\n scrfdncnn.closeCamera();\n\n scrfdncnn.openCamera(new_facing);\n\n facing = new_facing;\n }\n });\n\n spinnerModel = (Spinner) findViewById(R.id.spinnerModel);\n spinnerModel.setOnItemSelectedListener(new AdapterView.OnItemSelectedListener() {\n @Override\n public void onItemSelected(AdapterView arg0, View arg1, int position, long id)\n {\n if (position != current_model)\n {\n current_model = position;\n reload();\n }\n }\n\n @Override\n public void onNothingSelected(AdapterView arg0)\n {\n }\n });\n\n spinnerCPUGPU = (Spinner) findViewById(R.id.spinnerCPUGPU);\n spinnerCPUGPU.setOnItemSelectedListener(new AdapterView.OnItemSelectedListener() {\n @Override\n public void onItemSelected(AdapterView arg0, View arg1, int position, long id)\n {\n if (position != current_cpugpu)\n {\n current_cpugpu = position;\n reload();\n }\n }\n\n @Override\n public void onNothingSelected(AdapterView arg0)\n {\n }\n });\n\n reload();\n }\n\n private void reload()\n {\n boolean ret_init = scrfdncnn.loadModel(getAssets(), current_model, current_cpugpu);\n if (!ret_init)\n {\n Log.e(\"MainActivity\", \"scrfdncnn loadModel failed\");\n }\n }\n\n @Override\n public void surfaceChanged(SurfaceHolder holder, int format, int width, int height)\n {\n scrfdncnn.setOutputWindow(holder.getSurface());\n }\n\n @Override\n public void surfaceCreated(SurfaceHolder holder)\n {\n }\n\n @Override\n public void surfaceDestroyed(SurfaceHolder holder)\n {\n }\n\n @Override\n public void onResume()\n {\n super.onResume();\n\n if (ContextCompat.checkSelfPermission(getApplicationContext(), Manifest.permission.CAMERA) == PackageManager.PERMISSION_DENIED)\n {\n ActivityCompat.requestPermissions(this, new String[] {Manifest.permission.CAMERA}, REQUEST_CAMERA);\n }\n\n scrfdncnn.openCamera(facing);\n }\n\n @Override\n public void onPause()\n {\n super.onPause();\n\n scrfdncnn.closeCamera();\n }\n}\n" }, { "path": "app/src/main/java/com/tencent/scrfdncnn/SCRFDNcnn.java", "content": "// Tencent is pleased to support the open source community by making ncnn available.\n//\n// Copyright (C) 2021 THL A29 Limited, a Tencent company. All rights reserved.\n//\n// Licensed under the BSD 3-Clause License (the \"License\"); you may not use this file except\n// in compliance with the License. You may obtain a copy of the License at\n//\n// https://opensource.org/licenses/BSD-3-Clause\n//\n// Unless required by applicable law or agreed to in writing, software distributed\n// under the License is distributed on an \"AS IS\" BASIS, WITHOUT WARRANTIES OR\n// CONDITIONS OF ANY KIND, either express or implied. See the License for the\n// specific language governing permissions and limitations under the License.\n\npackage com.tencent.scrfdncnn;\n\nimport android.content.res.AssetManager;\nimport android.view.Surface;\n\npublic class SCRFDNcnn\n{\n public native boolean loadModel(AssetManager mgr, int modelid, int cpugpu);\n public native boolean openCamera(int facing);\n public native boolean closeCamera();\n public native boolean setOutputWindow(Surface surface);\n\n static {\n System.loadLibrary(\"scrfdncnn\");\n }\n}\n" }, { "path": "app/src/main/jni/CMakeLists.txt", "content": "project(scrfdncnn)\n\ncmake_minimum_required(VERSION 3.10)\n\nset(OpenCV_DIR ${CMAKE_SOURCE_DIR}/opencv-mobile-4.13.0-android/sdk/native/jni)\nfind_package(OpenCV REQUIRED core imgproc)\n\nset(ncnn_DIR ${CMAKE_SOURCE_DIR}/ncnn-20260113-android-vulkan/${ANDROID_ABI}/lib/cmake/ncnn)\nfind_package(ncnn REQUIRED)\n\nadd_library(scrfdncnn SHARED scrfdncnn.cpp scrfd.cpp ndkcamera.cpp)\n\ntarget_link_libraries(scrfdncnn ncnn ${OpenCV_LIBS} camera2ndk mediandk)\n" }, { "path": "app/src/main/jni/ndkcamera.cpp", "content": "// Tencent is pleased to support the open source community by making ncnn available.\n//\n// Copyright (C) 2021 THL A29 Limited, a Tencent company. All rights reserved.\n//\n// Licensed under the BSD 3-Clause License (the \"License\"); you may not use this file except\n// in compliance with the License. You may obtain a copy of the License at\n//\n// https://opensource.org/licenses/BSD-3-Clause\n//\n// Unless required by applicable law or agreed to in writing, software distributed\n// under the License is distributed on an \"AS IS\" BASIS, WITHOUT WARRANTIES OR\n// CONDITIONS OF ANY KIND, either express or implied. See the License for the\n// specific language governing permissions and limitations under the License.\n\n#include \"ndkcamera.h\"\n\n#include \n\n#include \n\n#include \n\n#include \"mat.h\"\n\nstatic void onDisconnected(void* context, ACameraDevice* device)\n{\n __android_log_print(ANDROID_LOG_WARN, \"NdkCamera\", \"onDisconnected %p\", device);\n}\n\nstatic void onError(void* context, ACameraDevice* device, int error)\n{\n __android_log_print(ANDROID_LOG_WARN, \"NdkCamera\", \"onError %p %d\", device, error);\n}\n\nstatic void onImageAvailable(void* context, AImageReader* reader)\n{\n// __android_log_print(ANDROID_LOG_WARN, \"NdkCamera\", \"onImageAvailable %p\", reader);\n\n AImage* image = 0;\n media_status_t status = AImageReader_acquireLatestImage(reader, &image);\n\n if (status != AMEDIA_OK)\n {\n // error\n return;\n }\n\n int32_t format;\n AImage_getFormat(image, &format);\n\n // assert format == AIMAGE_FORMAT_YUV_420_888\n\n int32_t width = 0;\n int32_t height = 0;\n AImage_getWidth(image, &width);\n AImage_getHeight(image, &height);\n\n int32_t y_pixelStride = 0;\n int32_t u_pixelStride = 0;\n int32_t v_pixelStride = 0;\n AImage_getPlanePixelStride(image, 0, &y_pixelStride);\n AImage_getPlanePixelStride(image, 1, &u_pixelStride);\n AImage_getPlanePixelStride(image, 2, &v_pixelStride);\n\n int32_t y_rowStride = 0;\n int32_t u_rowStride = 0;\n int32_t v_rowStride = 0;\n AImage_getPlaneRowStride(image, 0, &y_rowStride);\n AImage_getPlaneRowStride(image, 1, &u_rowStride);\n AImage_getPlaneRowStride(image, 2, &v_rowStride);\n\n uint8_t* y_data = 0;\n uint8_t* u_data = 0;\n uint8_t* v_data = 0;\n int y_len = 0;\n int u_len = 0;\n int v_len = 0;\n AImage_getPlaneData(image, 0, &y_data, &y_len);\n AImage_getPlaneData(image, 1, &u_data, &u_len);\n AImage_getPlaneData(image, 2, &v_data, &v_len);\n\n if (u_data == v_data + 1 && v_data == y_data + width * height && y_pixelStride == 1 && u_pixelStride == 2 && v_pixelStride == 2 && y_rowStride == width && u_rowStride == width && v_rowStride == width)\n {\n // already nv21 :)\n ((NdkCamera*)context)->on_image((unsigned char*)y_data, (int)width, (int)height);\n }\n else\n {\n // construct nv21\n unsigned char* nv21 = new unsigned char[width * height + width * height / 2];\n {\n // Y\n unsigned char* yptr = nv21;\n for (int y=0; yon_image((unsigned char*)nv21, (int)width, (int)height);\n\n delete[] nv21;\n }\n\n AImage_delete(image);\n}\n\nstatic void onSessionActive(void* context, ACameraCaptureSession *session)\n{\n __android_log_print(ANDROID_LOG_WARN, \"NdkCamera\", \"onSessionActive %p\", session);\n}\n\nstatic void onSessionReady(void* context, ACameraCaptureSession *session)\n{\n __android_log_print(ANDROID_LOG_WARN, \"NdkCamera\", \"onSessionReady %p\", session);\n}\n\nstatic void onSessionClosed(void* context, ACameraCaptureSession *session)\n{\n __android_log_print(ANDROID_LOG_WARN, \"NdkCamera\", \"onSessionClosed %p\", session);\n}\n\nvoid onCaptureFailed(void* context, ACameraCaptureSession* session, ACaptureRequest* request, ACameraCaptureFailure* failure)\n{\n __android_log_print(ANDROID_LOG_WARN, \"NdkCamera\", \"onCaptureFailed %p %p %p\", session, request, failure);\n}\n\nvoid onCaptureSequenceCompleted(void* context, ACameraCaptureSession* session, int sequenceId, int64_t frameNumber)\n{\n __android_log_print(ANDROID_LOG_WARN, \"NdkCamera\", \"onCaptureSequenceCompleted %p %d %ld\", session, sequenceId, frameNumber);\n}\n\nvoid onCaptureSequenceAborted(void* context, ACameraCaptureSession* session, int sequenceId)\n{\n __android_log_print(ANDROID_LOG_WARN, \"NdkCamera\", \"onCaptureSequenceAborted %p %d\", session, sequenceId);\n}\n\nvoid onCaptureCompleted(void* context, ACameraCaptureSession* session, ACaptureRequest* request, const ACameraMetadata* result)\n{\n// __android_log_print(ANDROID_LOG_WARN, \"NdkCamera\", \"onCaptureCompleted %p %p %p\", session, request, result);\n}\n\nNdkCamera::NdkCamera()\n{\n camera_facing = 0;\n camera_orientation = 0;\n\n camera_manager = 0;\n camera_device = 0;\n image_reader = 0;\n image_reader_surface = 0;\n image_reader_target = 0;\n capture_request = 0;\n capture_session_output_container = 0;\n capture_session_output = 0;\n capture_session = 0;\n\n\n // setup imagereader and its surface\n {\n AImageReader_new(640, 480, AIMAGE_FORMAT_YUV_420_888, /*maxImages*/2, &image_reader);\n\n AImageReader_ImageListener listener;\n listener.context = this;\n listener.onImageAvailable = onImageAvailable;\n\n AImageReader_setImageListener(image_reader, &listener);\n\n AImageReader_getWindow(image_reader, &image_reader_surface);\n\n ANativeWindow_acquire(image_reader_surface);\n }\n}\n\nNdkCamera::~NdkCamera()\n{\n close();\n\n if (image_reader)\n {\n AImageReader_delete(image_reader);\n image_reader = 0;\n }\n\n if (image_reader_surface)\n {\n ANativeWindow_release(image_reader_surface);\n image_reader_surface = 0;\n }\n}\n\nint NdkCamera::open(int _camera_facing)\n{\n __android_log_print(ANDROID_LOG_WARN, \"NdkCamera\", \"open\");\n\n camera_facing = _camera_facing;\n\n camera_manager = ACameraManager_create();\n\n // find front camera\n std::string camera_id;\n {\n ACameraIdList* camera_id_list = 0;\n ACameraManager_getCameraIdList(camera_manager, &camera_id_list);\n\n for (int i = 0; i < camera_id_list->numCameras; ++i)\n {\n const char* id = camera_id_list->cameraIds[i];\n ACameraMetadata* camera_metadata = 0;\n ACameraManager_getCameraCharacteristics(camera_manager, id, &camera_metadata);\n\n // query faceing\n acamera_metadata_enum_android_lens_facing_t facing = ACAMERA_LENS_FACING_FRONT;\n {\n ACameraMetadata_const_entry e = { 0 };\n ACameraMetadata_getConstEntry(camera_metadata, ACAMERA_LENS_FACING, &e);\n facing = (acamera_metadata_enum_android_lens_facing_t)e.data.u8[0];\n }\n\n if (camera_facing == 0 && facing != ACAMERA_LENS_FACING_FRONT)\n {\n ACameraMetadata_free(camera_metadata);\n continue;\n }\n\n if (camera_facing == 1 && facing != ACAMERA_LENS_FACING_BACK)\n {\n ACameraMetadata_free(camera_metadata);\n continue;\n }\n\n camera_id = id;\n\n // query orientation\n int orientation = 0;\n {\n ACameraMetadata_const_entry e = { 0 };\n ACameraMetadata_getConstEntry(camera_metadata, ACAMERA_SENSOR_ORIENTATION, &e);\n\n orientation = (int)e.data.i32[0];\n }\n\n camera_orientation = orientation;\n\n ACameraMetadata_free(camera_metadata);\n\n break;\n }\n\n ACameraManager_deleteCameraIdList(camera_id_list);\n }\n\n __android_log_print(ANDROID_LOG_WARN, \"NdkCamera\", \"open %s %d\", camera_id.c_str(), camera_orientation);\n\n // open camera\n {\n ACameraDevice_StateCallbacks camera_device_state_callbacks;\n camera_device_state_callbacks.context = this;\n camera_device_state_callbacks.onDisconnected = onDisconnected;\n camera_device_state_callbacks.onError = onError;\n\n ACameraManager_openCamera(camera_manager, camera_id.c_str(), &camera_device_state_callbacks, &camera_device);\n }\n\n // capture request\n {\n ACameraDevice_createCaptureRequest(camera_device, TEMPLATE_PREVIEW, &capture_request);\n\n ACameraOutputTarget_create(image_reader_surface, &image_reader_target);\n ACaptureRequest_addTarget(capture_request, image_reader_target);\n }\n\n // capture session\n {\n ACameraCaptureSession_stateCallbacks camera_capture_session_state_callbacks;\n camera_capture_session_state_callbacks.context = this;\n camera_capture_session_state_callbacks.onActive = onSessionActive;\n camera_capture_session_state_callbacks.onReady = onSessionReady;\n camera_capture_session_state_callbacks.onClosed = onSessionClosed;\n\n ACaptureSessionOutputContainer_create(&capture_session_output_container);\n\n ACaptureSessionOutput_create(image_reader_surface, &capture_session_output);\n\n ACaptureSessionOutputContainer_add(capture_session_output_container, capture_session_output);\n\n ACameraDevice_createCaptureSession(camera_device, capture_session_output_container, &camera_capture_session_state_callbacks, &capture_session);\n\n ACameraCaptureSession_captureCallbacks camera_capture_session_capture_callbacks;\n camera_capture_session_capture_callbacks.context = this;\n camera_capture_session_capture_callbacks.onCaptureStarted = 0;\n camera_capture_session_capture_callbacks.onCaptureProgressed = 0;\n camera_capture_session_capture_callbacks.onCaptureCompleted = onCaptureCompleted;\n camera_capture_session_capture_callbacks.onCaptureFailed = onCaptureFailed;\n camera_capture_session_capture_callbacks.onCaptureSequenceCompleted = onCaptureSequenceCompleted;\n camera_capture_session_capture_callbacks.onCaptureSequenceAborted = onCaptureSequenceAborted;\n camera_capture_session_capture_callbacks.onCaptureBufferLost = 0;\n\n ACameraCaptureSession_setRepeatingRequest(capture_session, &camera_capture_session_capture_callbacks, 1, &capture_request, nullptr);\n }\n\n return 0;\n}\n\nvoid NdkCamera::close()\n{\n __android_log_print(ANDROID_LOG_WARN, \"NdkCamera\", \"close\");\n\n if (capture_session)\n {\n ACameraCaptureSession_stopRepeating(capture_session);\n ACameraCaptureSession_close(capture_session);\n capture_session = 0;\n }\n\n if (camera_device)\n {\n ACameraDevice_close(camera_device);\n camera_device = 0;\n }\n\n if (capture_session_output_container)\n {\n ACaptureSessionOutputContainer_free(capture_session_output_container);\n capture_session_output_container = 0;\n }\n\n if (capture_session_output)\n {\n ACaptureSessionOutput_free(capture_session_output);\n capture_session_output = 0;\n }\n\n if (capture_request)\n {\n ACaptureRequest_free(capture_request);\n capture_request = 0;\n }\n\n if (image_reader_target)\n {\n ACameraOutputTarget_free(image_reader_target);\n image_reader_target = 0;\n }\n\n if (camera_manager)\n {\n ACameraManager_delete(camera_manager);\n camera_manager = 0;\n }\n}\n\nvoid NdkCamera::on_image(const cv::Mat& rgb) const\n{\n}\n\nvoid NdkCamera::on_image(const unsigned char* nv21, int nv21_width, int nv21_height) const\n{\n // rotate nv21\n int w = 0;\n int h = 0;\n int rotate_type = 0;\n {\n if (camera_orientation == 0)\n {\n w = nv21_width;\n h = nv21_height;\n rotate_type = camera_facing == 0 ? 2 : 1;\n }\n if (camera_orientation == 90)\n {\n w = nv21_height;\n h = nv21_width;\n rotate_type = camera_facing == 0 ? 5 : 6;\n }\n if (camera_orientation == 180)\n {\n w = nv21_width;\n h = nv21_height;\n rotate_type = camera_facing == 0 ? 4 : 3;\n }\n if (camera_orientation == 270)\n {\n w = nv21_height;\n h = nv21_width;\n rotate_type = camera_facing == 0 ? 7 : 8;\n }\n }\n\n cv::Mat nv21_rotated(h + h / 2, w, CV_8UC1);\n ncnn::kanna_rotate_yuv420sp(nv21, nv21_width, nv21_height, nv21_rotated.data, w, h, rotate_type);\n\n // nv21_rotated to rgb\n cv::Mat rgb(h, w, CV_8UC3);\n ncnn::yuv420sp2rgb(nv21_rotated.data, w, h, rgb.data);\n\n on_image(rgb);\n}\n\nstatic const int NDKCAMERAWINDOW_ID = 233;\n\nNdkCameraWindow::NdkCameraWindow() : NdkCamera()\n{\n sensor_manager = 0;\n sensor_event_queue = 0;\n accelerometer_sensor = 0;\n win = 0;\n\n accelerometer_orientation = 0;\n\n // sensor\n sensor_manager = ASensorManager_getInstance();\n\n accelerometer_sensor = ASensorManager_getDefaultSensor(sensor_manager, ASENSOR_TYPE_ACCELEROMETER);\n}\n\nNdkCameraWindow::~NdkCameraWindow()\n{\n if (accelerometer_sensor)\n {\n ASensorEventQueue_disableSensor(sensor_event_queue, accelerometer_sensor);\n accelerometer_sensor = 0;\n }\n\n if (sensor_event_queue)\n {\n ASensorManager_destroyEventQueue(sensor_manager, sensor_event_queue);\n sensor_event_queue = 0;\n }\n\n if (win)\n {\n ANativeWindow_release(win);\n }\n}\n\nvoid NdkCameraWindow::set_window(ANativeWindow* _win)\n{\n if (win)\n {\n ANativeWindow_release(win);\n }\n\n win = _win;\n ANativeWindow_acquire(win);\n}\n\nvoid NdkCameraWindow::on_image_render(cv::Mat& rgb) const\n{\n}\n\nvoid NdkCameraWindow::on_image(const unsigned char* nv21, int nv21_width, int nv21_height) const\n{\n // resolve orientation from camera_orientation and accelerometer_sensor\n {\n if (!sensor_event_queue)\n {\n sensor_event_queue = ASensorManager_createEventQueue(sensor_manager, ALooper_prepare(ALOOPER_PREPARE_ALLOW_NON_CALLBACKS), NDKCAMERAWINDOW_ID, 0, 0);\n\n ASensorEventQueue_enableSensor(sensor_event_queue, accelerometer_sensor);\n }\n\n int id = ALooper_pollOnce(0, 0, 0, 0);\n if (id == NDKCAMERAWINDOW_ID)\n {\n ASensorEvent e[8];\n ssize_t num_event = 0;\n while (ASensorEventQueue_hasEvents(sensor_event_queue) == 1)\n {\n num_event = ASensorEventQueue_getEvents(sensor_event_queue, e, 8);\n if (num_event < 0)\n break;\n }\n\n if (num_event > 0)\n {\n float acceleration_x = e[num_event - 1].acceleration.x;\n float acceleration_y = e[num_event - 1].acceleration.y;\n float acceleration_z = e[num_event - 1].acceleration.z;\n// __android_log_print(ANDROID_LOG_WARN, \"NdkCameraWindow\", \"x = %f, y = %f, z = %f\", x, y, z);\n\n if (acceleration_y > 7)\n {\n accelerometer_orientation = 0;\n }\n if (acceleration_x < -7)\n {\n accelerometer_orientation = 90;\n }\n if (acceleration_y < -7)\n {\n accelerometer_orientation = 180;\n }\n if (acceleration_x > 7)\n {\n accelerometer_orientation = 270;\n }\n }\n }\n }\n\n // roi crop and rotate nv21\n int nv21_roi_x = 0;\n int nv21_roi_y = 0;\n int nv21_roi_w = 0;\n int nv21_roi_h = 0;\n int roi_x = 0;\n int roi_y = 0;\n int roi_w = 0;\n int roi_h = 0;\n int rotate_type = 0;\n int render_w = 0;\n int render_h = 0;\n int render_rotate_type = 0;\n {\n int win_w = ANativeWindow_getWidth(win);\n int win_h = ANativeWindow_getHeight(win);\n\n if (accelerometer_orientation == 90 || accelerometer_orientation == 270)\n {\n std::swap(win_w, win_h);\n }\n\n const int final_orientation = (camera_orientation + accelerometer_orientation) % 360;\n\n if (final_orientation == 0 || final_orientation == 180)\n {\n if (win_w * nv21_height > win_h * nv21_width)\n {\n roi_w = nv21_width;\n roi_h = (nv21_width * win_h / win_w) / 2 * 2;\n roi_x = 0;\n roi_y = ((nv21_height - roi_h) / 2) / 2 * 2;\n }\n else\n {\n roi_h = nv21_height;\n roi_w = (nv21_height * win_w / win_h) / 2 * 2;\n roi_x = ((nv21_width - roi_w) / 2) / 2 * 2;\n roi_y = 0;\n }\n\n nv21_roi_x = roi_x;\n nv21_roi_y = roi_y;\n nv21_roi_w = roi_w;\n nv21_roi_h = roi_h;\n }\n if (final_orientation == 90 || final_orientation == 270)\n {\n if (win_w * nv21_width > win_h * nv21_height)\n {\n roi_w = nv21_height;\n roi_h = (nv21_height * win_h / win_w) / 2 * 2;\n roi_x = 0;\n roi_y = ((nv21_width - roi_h) / 2) / 2 * 2;\n }\n else\n {\n roi_h = nv21_width;\n roi_w = (nv21_width * win_w / win_h) / 2 * 2;\n roi_x = ((nv21_height - roi_w) / 2) / 2 * 2;\n roi_y = 0;\n }\n\n nv21_roi_x = roi_y;\n nv21_roi_y = roi_x;\n nv21_roi_w = roi_h;\n nv21_roi_h = roi_w;\n }\n\n if (camera_facing == 0)\n {\n if (camera_orientation == 0 && accelerometer_orientation == 0)\n {\n rotate_type = 2;\n }\n if (camera_orientation == 0 && accelerometer_orientation == 90)\n {\n rotate_type = 7;\n }\n if (camera_orientation == 0 && accelerometer_orientation == 180)\n {\n rotate_type = 4;\n }\n if (camera_orientation == 0 && accelerometer_orientation == 270)\n {\n rotate_type = 5;\n }\n if (camera_orientation == 90 && accelerometer_orientation == 0)\n {\n rotate_type = 5;\n }\n if (camera_orientation == 90 && accelerometer_orientation == 90)\n {\n rotate_type = 2;\n }\n if (camera_orientation == 90 && accelerometer_orientation == 180)\n {\n rotate_type = 7;\n }\n if (camera_orientation == 90 && accelerometer_orientation == 270)\n {\n rotate_type = 4;\n }\n if (camera_orientation == 180 && accelerometer_orientation == 0)\n {\n rotate_type = 4;\n }\n if (camera_orientation == 180 && accelerometer_orientation == 90)\n {\n rotate_type = 5;\n }\n if (camera_orientation == 180 && accelerometer_orientation == 180)\n {\n rotate_type = 2;\n }\n if (camera_orientation == 180 && accelerometer_orientation == 270)\n {\n rotate_type = 7;\n }\n if (camera_orientation == 270 && accelerometer_orientation == 0)\n {\n rotate_type = 7;\n }\n if (camera_orientation == 270 && accelerometer_orientation == 90)\n {\n rotate_type = 4;\n }\n if (camera_orientation == 270 && accelerometer_orientation == 180)\n {\n rotate_type = 5;\n }\n if (camera_orientation == 270 && accelerometer_orientation == 270)\n {\n rotate_type = 2;\n }\n }\n else\n {\n if (final_orientation == 0)\n {\n rotate_type = 1;\n }\n if (final_orientation == 90)\n {\n rotate_type = 6;\n }\n if (final_orientation == 180)\n {\n rotate_type = 3;\n }\n if (final_orientation == 270)\n {\n rotate_type = 8;\n }\n }\n\n if (accelerometer_orientation == 0)\n {\n render_w = roi_w;\n render_h = roi_h;\n render_rotate_type = 1;\n }\n if (accelerometer_orientation == 90)\n {\n render_w = roi_h;\n render_h = roi_w;\n render_rotate_type = 8;\n }\n if (accelerometer_orientation == 180)\n {\n render_w = roi_w;\n render_h = roi_h;\n render_rotate_type = 3;\n }\n if (accelerometer_orientation == 270)\n {\n render_w = roi_h;\n render_h = roi_w;\n render_rotate_type = 6;\n }\n }\n\n // crop and rotate nv21\n cv::Mat nv21_croprotated(roi_h + roi_h / 2, roi_w, CV_8UC1);\n {\n const unsigned char* srcY = nv21 + nv21_roi_y * nv21_width + nv21_roi_x;\n unsigned char* dstY = nv21_croprotated.data;\n ncnn::kanna_rotate_c1(srcY, nv21_roi_w, nv21_roi_h, nv21_width, dstY, roi_w, roi_h, roi_w, rotate_type);\n\n const unsigned char* srcUV = nv21 + nv21_width * nv21_height + nv21_roi_y * nv21_width / 2 + nv21_roi_x;\n unsigned char* dstUV = nv21_croprotated.data + roi_w * roi_h;\n ncnn::kanna_rotate_c2(srcUV, nv21_roi_w / 2, nv21_roi_h / 2, nv21_width, dstUV, roi_w / 2, roi_h / 2, roi_w, rotate_type);\n }\n\n // nv21_croprotated to rgb\n cv::Mat rgb(roi_h, roi_w, CV_8UC3);\n ncnn::yuv420sp2rgb(nv21_croprotated.data, roi_w, roi_h, rgb.data);\n\n on_image_render(rgb);\n\n // rotate to native window orientation\n cv::Mat rgb_render(render_h, render_w, CV_8UC3);\n ncnn::kanna_rotate_c3(rgb.data, roi_w, roi_h, rgb_render.data, render_w, render_h, render_rotate_type);\n\n ANativeWindow_setBuffersGeometry(win, render_w, render_h, AHARDWAREBUFFER_FORMAT_R8G8B8A8_UNORM);\n\n ANativeWindow_Buffer buf;\n ANativeWindow_lock(win, &buf, NULL);\n\n // scale to target size\n if (buf.format == AHARDWAREBUFFER_FORMAT_R8G8B8A8_UNORM || buf.format == AHARDWAREBUFFER_FORMAT_R8G8B8X8_UNORM)\n {\n for (int y = 0; y < render_h; y++)\n {\n const unsigned char* ptr = rgb_render.ptr(y);\n unsigned char* outptr = (unsigned char*)buf.bits + buf.stride * 4 * y;\n\n int x = 0;\n#if __ARM_NEON\n for (; x + 7 < render_w; x += 8)\n {\n uint8x8x3_t _rgb = vld3_u8(ptr);\n uint8x8x4_t _rgba;\n _rgba.val[0] = _rgb.val[0];\n _rgba.val[1] = _rgb.val[1];\n _rgba.val[2] = _rgb.val[2];\n _rgba.val[3] = vdup_n_u8(255);\n vst4_u8(outptr, _rgba);\n\n ptr += 24;\n outptr += 32;\n }\n#endif // __ARM_NEON\n for (; x < render_w; x++)\n {\n outptr[0] = ptr[0];\n outptr[1] = ptr[1];\n outptr[2] = ptr[2];\n outptr[3] = 255;\n\n ptr += 3;\n outptr += 4;\n }\n }\n }\n\n ANativeWindow_unlockAndPost(win);\n}\n" }, { "path": "app/src/main/jni/ndkcamera.h", "content": "// Tencent is pleased to support the open source community by making ncnn available.\n//\n// Copyright (C) 2021 THL A29 Limited, a Tencent company. All rights reserved.\n//\n// Licensed under the BSD 3-Clause License (the \"License\"); you may not use this file except\n// in compliance with the License. You may obtain a copy of the License at\n//\n// https://opensource.org/licenses/BSD-3-Clause\n//\n// Unless required by applicable law or agreed to in writing, software distributed\n// under the License is distributed on an \"AS IS\" BASIS, WITHOUT WARRANTIES OR\n// CONDITIONS OF ANY KIND, either express or implied. See the License for the\n// specific language governing permissions and limitations under the License.\n\n#ifndef NDKCAMERA_H\n#define NDKCAMERA_H\n\n#include \n#include \n#include \n#include \n#include \n#include \n#include \n\n#include \n\nclass NdkCamera\n{\npublic:\n NdkCamera();\n virtual ~NdkCamera();\n\n // facing 0=front 1=back\n int open(int camera_facing = 0);\n void close();\n\n virtual void on_image(const cv::Mat& rgb) const;\n\n virtual void on_image(const unsigned char* nv21, int nv21_width, int nv21_height) const;\n\npublic:\n int camera_facing;\n int camera_orientation;\n\nprivate:\n ACameraManager* camera_manager;\n ACameraDevice* camera_device;\n AImageReader* image_reader;\n ANativeWindow* image_reader_surface;\n ACameraOutputTarget* image_reader_target;\n ACaptureRequest* capture_request;\n ACaptureSessionOutputContainer* capture_session_output_container;\n ACaptureSessionOutput* capture_session_output;\n ACameraCaptureSession* capture_session;\n};\n\nclass NdkCameraWindow : public NdkCamera\n{\npublic:\n NdkCameraWindow();\n virtual ~NdkCameraWindow();\n\n void set_window(ANativeWindow* win);\n\n virtual void on_image_render(cv::Mat& rgb) const;\n\n virtual void on_image(const unsigned char* nv21, int nv21_width, int nv21_height) const;\n\npublic:\n mutable int accelerometer_orientation;\n\nprivate:\n ASensorManager* sensor_manager;\n mutable ASensorEventQueue* sensor_event_queue;\n const ASensor* accelerometer_sensor;\n ANativeWindow* win;\n};\n\n#endif // NDKCAMERA_H\n" }, { "path": "app/src/main/jni/scrfd.cpp", "content": "// Tencent is pleased to support the open source community by making ncnn available.\n//\n// Copyright (C) 2021 THL A29 Limited, a Tencent company. All rights reserved.\n//\n// Licensed under the BSD 3-Clause License (the \"License\"); you may not use this file except\n// in compliance with the License. You may obtain a copy of the License at\n//\n// https://opensource.org/licenses/BSD-3-Clause\n//\n// Unless required by applicable law or agreed to in writing, software distributed\n// under the License is distributed on an \"AS IS\" BASIS, WITHOUT WARRANTIES OR\n// CONDITIONS OF ANY KIND, either express or implied. See the License for the\n// specific language governing permissions and limitations under the License.\n\n#include \"scrfd.h\"\n\n#include \n#include \n#include \n\n#include \"cpu.h\"\n\nstatic inline float intersection_area(const FaceObject& a, const FaceObject& b)\n{\n cv::Rect_ inter = a.rect & b.rect;\n return inter.area();\n}\n\nstatic void qsort_descent_inplace(std::vector& faceobjects, int left, int right)\n{\n int i = left;\n int j = right;\n float p = faceobjects[(left + right) / 2].prob;\n\n while (i <= j)\n {\n while (faceobjects[i].prob > p)\n i++;\n\n while (faceobjects[j].prob < p)\n j--;\n\n if (i <= j)\n {\n // swap\n std::swap(faceobjects[i], faceobjects[j]);\n\n i++;\n j--;\n }\n }\n\n// #pragma omp parallel sections\n {\n// #pragma omp section\n {\n if (left < j) qsort_descent_inplace(faceobjects, left, j);\n }\n// #pragma omp section\n {\n if (i < right) qsort_descent_inplace(faceobjects, i, right);\n }\n }\n}\n\nstatic void qsort_descent_inplace(std::vector& faceobjects)\n{\n if (faceobjects.empty())\n return;\n\n qsort_descent_inplace(faceobjects, 0, faceobjects.size() - 1);\n}\n\nstatic void nms_sorted_bboxes(const std::vector& faceobjects, std::vector& picked, float nms_threshold)\n{\n picked.clear();\n\n const int n = faceobjects.size();\n\n std::vector areas(n);\n for (int i = 0; i < n; i++)\n {\n areas[i] = faceobjects[i].rect.area();\n }\n\n for (int i = 0; i < n; i++)\n {\n const FaceObject& a = faceobjects[i];\n\n int keep = 1;\n for (int j = 0; j < (int)picked.size(); j++)\n {\n const FaceObject& b = faceobjects[picked[j]];\n\n // intersection over union\n float inter_area = intersection_area(a, b);\n float union_area = areas[i] + areas[picked[j]] - inter_area;\n // float IoU = inter_area / union_area\n if (inter_area / union_area > nms_threshold)\n keep = 0;\n }\n\n if (keep)\n picked.push_back(i);\n }\n}\n\n// insightface/detection/scrfd/mmdet/core/anchor/anchor_generator.py gen_single_level_base_anchors()\nstatic ncnn::Mat generate_anchors(int base_size, const ncnn::Mat& ratios, const ncnn::Mat& scales)\n{\n int num_ratio = ratios.w;\n int num_scale = scales.w;\n\n ncnn::Mat anchors;\n anchors.create(4, num_ratio * num_scale);\n\n const float cx = 0;\n const float cy = 0;\n\n for (int i = 0; i < num_ratio; i++)\n {\n float ar = ratios[i];\n\n int r_w = round(base_size / sqrt(ar));\n int r_h = round(r_w * ar); //round(base_size * sqrt(ar));\n\n for (int j = 0; j < num_scale; j++)\n {\n float scale = scales[j];\n\n float rs_w = r_w * scale;\n float rs_h = r_h * scale;\n\n float* anchor = anchors.row(i * num_scale + j);\n\n anchor[0] = cx - rs_w * 0.5f;\n anchor[1] = cy - rs_h * 0.5f;\n anchor[2] = cx + rs_w * 0.5f;\n anchor[3] = cy + rs_h * 0.5f;\n }\n }\n\n return anchors;\n}\n\nstatic void generate_proposals(const ncnn::Mat& anchors, int feat_stride, const ncnn::Mat& score_blob, const ncnn::Mat& bbox_blob, const ncnn::Mat& kps_blob, float prob_threshold, std::vector& faceobjects)\n{\n int w = score_blob.w;\n int h = score_blob.h;\n\n // generate face proposal from bbox deltas and shifted anchors\n const int num_anchors = anchors.h;\n\n for (int q = 0; q < num_anchors; q++)\n {\n const float* anchor = anchors.row(q);\n\n const ncnn::Mat score = score_blob.channel(q);\n const ncnn::Mat bbox = bbox_blob.channel_range(q * 4, 4);\n\n // shifted anchor\n float anchor_y = anchor[1];\n\n float anchor_w = anchor[2] - anchor[0];\n float anchor_h = anchor[3] - anchor[1];\n\n for (int i = 0; i < h; i++)\n {\n float anchor_x = anchor[0];\n\n for (int j = 0; j < w; j++)\n {\n int index = i * w + j;\n\n float prob = score[index];\n\n if (prob >= prob_threshold)\n {\n // insightface/detection/scrfd/mmdet/models/dense_heads/scrfd_head.py _get_bboxes_single()\n float dx = bbox.channel(0)[index] * feat_stride;\n float dy = bbox.channel(1)[index] * feat_stride;\n float dw = bbox.channel(2)[index] * feat_stride;\n float dh = bbox.channel(3)[index] * feat_stride;\n\n // insightface/detection/scrfd/mmdet/core/bbox/transforms.py distance2bbox()\n float cx = anchor_x + anchor_w * 0.5f;\n float cy = anchor_y + anchor_h * 0.5f;\n\n float x0 = cx - dx;\n float y0 = cy - dy;\n float x1 = cx + dw;\n float y1 = cy + dh;\n\n FaceObject obj;\n obj.rect.x = x0;\n obj.rect.y = y0;\n obj.rect.width = x1 - x0 + 1;\n obj.rect.height = y1 - y0 + 1;\n obj.prob = prob;\n\n if (!kps_blob.empty())\n {\n const ncnn::Mat kps = kps_blob.channel_range(q * 10, 10);\n\n obj.landmark[0].x = cx + kps.channel(0)[index] * feat_stride;\n obj.landmark[0].y = cy + kps.channel(1)[index] * feat_stride;\n obj.landmark[1].x = cx + kps.channel(2)[index] * feat_stride;\n obj.landmark[1].y = cy + kps.channel(3)[index] * feat_stride;\n obj.landmark[2].x = cx + kps.channel(4)[index] * feat_stride;\n obj.landmark[2].y = cy + kps.channel(5)[index] * feat_stride;\n obj.landmark[3].x = cx + kps.channel(6)[index] * feat_stride;\n obj.landmark[3].y = cy + kps.channel(7)[index] * feat_stride;\n obj.landmark[4].x = cx + kps.channel(8)[index] * feat_stride;\n obj.landmark[4].y = cy + kps.channel(9)[index] * feat_stride;\n }\n\n faceobjects.push_back(obj);\n }\n\n anchor_x += feat_stride;\n }\n\n anchor_y += feat_stride;\n }\n }\n}\n\nint SCRFD::load(const char* modeltype, bool use_gpu)\n{\n scrfd.clear();\n\n ncnn::set_cpu_powersave(2);\n ncnn::set_omp_num_threads(ncnn::get_big_cpu_count());\n\n scrfd.opt = ncnn::Option();\n\n#if NCNN_VULKAN\n scrfd.opt.use_vulkan_compute = use_gpu;\n#endif\n\n scrfd.opt.num_threads = ncnn::get_big_cpu_count();\n\n char parampath[256];\n char modelpath[256];\n sprintf(parampath, \"scrfd_%s-opt2.param\", modeltype);\n sprintf(modelpath, \"scrfd_%s-opt2.bin\", modeltype);\n\n scrfd.load_param(parampath);\n scrfd.load_model(modelpath);\n\n has_kps = strstr(modeltype, \"_kps\") != NULL;\n\n return 0;\n}\n\nint SCRFD::load(AAssetManager* mgr, const char* modeltype, bool use_gpu)\n{\n scrfd.clear();\n\n ncnn::set_cpu_powersave(2);\n ncnn::set_omp_num_threads(ncnn::get_big_cpu_count());\n\n scrfd.opt = ncnn::Option();\n\n#if NCNN_VULKAN\n scrfd.opt.use_vulkan_compute = use_gpu;\n#endif\n\n scrfd.opt.num_threads = ncnn::get_big_cpu_count();\n\n char parampath[256];\n char modelpath[256];\n sprintf(parampath, \"scrfd_%s-opt2.param\", modeltype);\n sprintf(modelpath, \"scrfd_%s-opt2.bin\", modeltype);\n\n scrfd.load_param(mgr, parampath);\n scrfd.load_model(mgr, modelpath);\n\n has_kps = strstr(modeltype, \"_kps\") != NULL;\n\n return 0;\n}\n\nint SCRFD::detect(const cv::Mat& rgb, std::vector& faceobjects, float prob_threshold, float nms_threshold)\n{\n int width = rgb.cols;\n int height = rgb.rows;\n\n // insightface/detection/scrfd/configs/scrfd/scrfd_500m.py\n const int target_size = 640;\n\n // pad to multiple of 32\n int w = width;\n int h = height;\n float scale = 1.f;\n if (w > h)\n {\n scale = (float)target_size / w;\n w = target_size;\n h = h * scale;\n }\n else\n {\n scale = (float)target_size / h;\n h = target_size;\n w = w * scale;\n }\n\n ncnn::Mat in = ncnn::Mat::from_pixels_resize(rgb.data, ncnn::Mat::PIXEL_RGB, width, height, w, h);\n\n // pad to target_size rectangle\n int wpad = (w + 31) / 32 * 32 - w;\n int hpad = (h + 31) / 32 * 32 - h;\n ncnn::Mat in_pad;\n ncnn::copy_make_border(in, in_pad, hpad / 2, hpad - hpad / 2, wpad / 2, wpad - wpad / 2, ncnn::BORDER_CONSTANT, 0.f);\n\n const float mean_vals[3] = {127.5f, 127.5f, 127.5f};\n const float norm_vals[3] = {1/128.f, 1/128.f, 1/128.f};\n in_pad.substract_mean_normalize(mean_vals, norm_vals);\n\n ncnn::Extractor ex = scrfd.create_extractor();\n\n ex.input(\"input.1\", in_pad);\n\n std::vector faceproposals;\n\n // stride 8\n {\n ncnn::Mat score_blob, bbox_blob, kps_blob;\n ex.extract(\"score_8\", score_blob);\n ex.extract(\"bbox_8\", bbox_blob);\n if (has_kps)\n ex.extract(\"kps_8\", kps_blob);\n\n const int base_size = 16;\n const int feat_stride = 8;\n ncnn::Mat ratios(1);\n ratios[0] = 1.f;\n ncnn::Mat scales(2);\n scales[0] = 1.f;\n scales[1] = 2.f;\n ncnn::Mat anchors = generate_anchors(base_size, ratios, scales);\n\n std::vector faceobjects8;\n generate_proposals(anchors, feat_stride, score_blob, bbox_blob, kps_blob, prob_threshold, faceobjects8);\n\n faceproposals.insert(faceproposals.end(), faceobjects8.begin(), faceobjects8.end());\n }\n\n // stride 16\n {\n ncnn::Mat score_blob, bbox_blob, kps_blob;\n ex.extract(\"score_16\", score_blob);\n ex.extract(\"bbox_16\", bbox_blob);\n if (has_kps)\n ex.extract(\"kps_16\", kps_blob);\n\n const int base_size = 64;\n const int feat_stride = 16;\n ncnn::Mat ratios(1);\n ratios[0] = 1.f;\n ncnn::Mat scales(2);\n scales[0] = 1.f;\n scales[1] = 2.f;\n ncnn::Mat anchors = generate_anchors(base_size, ratios, scales);\n\n std::vector faceobjects16;\n generate_proposals(anchors, feat_stride, score_blob, bbox_blob, kps_blob, prob_threshold, faceobjects16);\n\n faceproposals.insert(faceproposals.end(), faceobjects16.begin(), faceobjects16.end());\n }\n\n // stride 32\n {\n ncnn::Mat score_blob, bbox_blob, kps_blob;\n ex.extract(\"score_32\", score_blob);\n ex.extract(\"bbox_32\", bbox_blob);\n if (has_kps)\n ex.extract(\"kps_32\", kps_blob);\n\n const int base_size = 256;\n const int feat_stride = 32;\n ncnn::Mat ratios(1);\n ratios[0] = 1.f;\n ncnn::Mat scales(2);\n scales[0] = 1.f;\n scales[1] = 2.f;\n ncnn::Mat anchors = generate_anchors(base_size, ratios, scales);\n\n std::vector faceobjects32;\n generate_proposals(anchors, feat_stride, score_blob, bbox_blob, kps_blob, prob_threshold, faceobjects32);\n\n faceproposals.insert(faceproposals.end(), faceobjects32.begin(), faceobjects32.end());\n }\n\n // sort all proposals by score from highest to lowest\n qsort_descent_inplace(faceproposals);\n\n // apply nms with nms_threshold\n std::vector picked;\n nms_sorted_bboxes(faceproposals, picked, nms_threshold);\n\n int face_count = picked.size();\n\n faceobjects.resize(face_count);\n for (int i = 0; i < face_count; i++)\n {\n faceobjects[i] = faceproposals[picked[i]];\n\n // adjust offset to original unpadded\n float x0 = (faceobjects[i].rect.x - (wpad / 2)) / scale;\n float y0 = (faceobjects[i].rect.y - (hpad / 2)) / scale;\n float x1 = (faceobjects[i].rect.x + faceobjects[i].rect.width - (wpad / 2)) / scale;\n float y1 = (faceobjects[i].rect.y + faceobjects[i].rect.height - (hpad / 2)) / scale;\n\n x0 = std::max(std::min(x0, (float)width - 1), 0.f);\n y0 = std::max(std::min(y0, (float)height - 1), 0.f);\n x1 = std::max(std::min(x1, (float)width - 1), 0.f);\n y1 = std::max(std::min(y1, (float)height - 1), 0.f);\n\n faceobjects[i].rect.x = x0;\n faceobjects[i].rect.y = y0;\n faceobjects[i].rect.width = x1 - x0;\n faceobjects[i].rect.height = y1 - y0;\n\n if (has_kps)\n {\n float x0 = (faceobjects[i].landmark[0].x - (wpad / 2)) / scale;\n float y0 = (faceobjects[i].landmark[0].y - (hpad / 2)) / scale;\n float x1 = (faceobjects[i].landmark[1].x - (wpad / 2)) / scale;\n float y1 = (faceobjects[i].landmark[1].y - (hpad / 2)) / scale;\n float x2 = (faceobjects[i].landmark[2].x - (wpad / 2)) / scale;\n float y2 = (faceobjects[i].landmark[2].y - (hpad / 2)) / scale;\n float x3 = (faceobjects[i].landmark[3].x - (wpad / 2)) / scale;\n float y3 = (faceobjects[i].landmark[3].y - (hpad / 2)) / scale;\n float x4 = (faceobjects[i].landmark[4].x - (wpad / 2)) / scale;\n float y4 = (faceobjects[i].landmark[4].y - (hpad / 2)) / scale;\n\n faceobjects[i].landmark[0].x = std::max(std::min(x0, (float)width - 1), 0.f);\n faceobjects[i].landmark[0].y = std::max(std::min(y0, (float)height - 1), 0.f);\n faceobjects[i].landmark[1].x = std::max(std::min(x1, (float)width - 1), 0.f);\n faceobjects[i].landmark[1].y = std::max(std::min(y1, (float)height - 1), 0.f);\n faceobjects[i].landmark[2].x = std::max(std::min(x2, (float)width - 1), 0.f);\n faceobjects[i].landmark[2].y = std::max(std::min(y2, (float)height - 1), 0.f);\n faceobjects[i].landmark[3].x = std::max(std::min(x3, (float)width - 1), 0.f);\n faceobjects[i].landmark[3].y = std::max(std::min(y3, (float)height - 1), 0.f);\n faceobjects[i].landmark[4].x = std::max(std::min(x4, (float)width - 1), 0.f);\n faceobjects[i].landmark[4].y = std::max(std::min(y4, (float)height - 1), 0.f);\n }\n }\n\n return 0;\n}\n\nint SCRFD::draw(cv::Mat& rgb, const std::vector& faceobjects)\n{\n for (size_t i = 0; i < faceobjects.size(); i++)\n {\n const FaceObject& obj = faceobjects[i];\n\n// fprintf(stderr, \"%.5f at %.2f %.2f %.2f x %.2f\\n\", obj.prob,\n// obj.rect.x, obj.rect.y, obj.rect.width, obj.rect.height);\n\n cv::rectangle(rgb, obj.rect, cv::Scalar(0, 255, 0));\n\n if (has_kps)\n {\n cv::circle(rgb, obj.landmark[0], 2, cv::Scalar(255, 255, 0), -1);\n cv::circle(rgb, obj.landmark[1], 2, cv::Scalar(255, 255, 0), -1);\n cv::circle(rgb, obj.landmark[2], 2, cv::Scalar(255, 255, 0), -1);\n cv::circle(rgb, obj.landmark[3], 2, cv::Scalar(255, 255, 0), -1);\n cv::circle(rgb, obj.landmark[4], 2, cv::Scalar(255, 255, 0), -1);\n }\n\n char text[256];\n sprintf(text, \"%.1f%%\", obj.prob * 100);\n\n int baseLine = 0;\n cv::Size label_size = cv::getTextSize(text, cv::FONT_HERSHEY_SIMPLEX, 0.5, 1, &baseLine);\n\n int x = obj.rect.x;\n int y = obj.rect.y - label_size.height - baseLine;\n if (y < 0)\n y = 0;\n if (x + label_size.width > rgb.cols)\n x = rgb.cols - label_size.width;\n\n cv::rectangle(rgb, cv::Rect(cv::Point(x, y), cv::Size(label_size.width, label_size.height + baseLine)), cv::Scalar(255, 255, 255), -1);\n\n cv::putText(rgb, text, cv::Point(x, y + label_size.height), cv::FONT_HERSHEY_SIMPLEX, 0.5, cv::Scalar(0, 0, 0), 1);\n }\n\n return 0;\n}\n" }, { "path": "app/src/main/jni/scrfd.h", "content": "// Tencent is pleased to support the open source community by making ncnn available.\n//\n// Copyright (C) 2021 THL A29 Limited, a Tencent company. All rights reserved.\n//\n// Licensed under the BSD 3-Clause License (the \"License\"); you may not use this file except\n// in compliance with the License. You may obtain a copy of the License at\n//\n// https://opensource.org/licenses/BSD-3-Clause\n//\n// Unless required by applicable law or agreed to in writing, software distributed\n// under the License is distributed on an \"AS IS\" BASIS, WITHOUT WARRANTIES OR\n// CONDITIONS OF ANY KIND, either express or implied. See the License for the\n// specific language governing permissions and limitations under the License.\n\n#ifndef SCRFD_H\n#define SCRFD_H\n\n#include \n\n#include \n\nstruct FaceObject\n{\n cv::Rect_ rect;\n cv::Point2f landmark[5];\n float prob;\n};\n\nclass SCRFD\n{\npublic:\n int load(const char* modeltype, bool use_gpu = false);\n\n int load(AAssetManager* mgr, const char* modeltype, bool use_gpu = false);\n\n int detect(const cv::Mat& rgb, std::vector& faceobjects, float prob_threshold = 0.5f, float nms_threshold = 0.45f);\n\n int draw(cv::Mat& rgb, const std::vector& faceobjects);\n\nprivate:\n ncnn::Net scrfd;\n bool has_kps;\n};\n\n#endif // SCRFD_H\n" }, { "path": "app/src/main/jni/scrfdncnn.cpp", "content": "// Tencent is pleased to support the open source community by making ncnn available.\n//\n// Copyright (C) 2021 THL A29 Limited, a Tencent company. All rights reserved.\n//\n// Licensed under the BSD 3-Clause License (the \"License\"); you may not use this file except\n// in compliance with the License. You may obtain a copy of the License at\n//\n// https://opensource.org/licenses/BSD-3-Clause\n//\n// Unless required by applicable law or agreed to in writing, software distributed\n// under the License is distributed on an \"AS IS\" BASIS, WITHOUT WARRANTIES OR\n// CONDITIONS OF ANY KIND, either express or implied. See the License for the\n// specific language governing permissions and limitations under the License.\n\n#include \n#include \n#include \n\n#include \n\n#include \n\n#include \n#include \n\n#include \n#include \n\n#include \"scrfd.h\"\n\n#include \"ndkcamera.h\"\n\n#include \n#include \n\n#if __ARM_NEON\n#include \n#endif // __ARM_NEON\n\nstatic int draw_unsupported(cv::Mat& rgb)\n{\n const char text[] = \"unsupported\";\n\n int baseLine = 0;\n cv::Size label_size = cv::getTextSize(text, cv::FONT_HERSHEY_SIMPLEX, 1.0, 1, &baseLine);\n\n int y = (rgb.rows - label_size.height) / 2;\n int x = (rgb.cols - label_size.width) / 2;\n\n cv::rectangle(rgb, cv::Rect(cv::Point(x, y), cv::Size(label_size.width, label_size.height + baseLine)),\n cv::Scalar(255, 255, 255), -1);\n\n cv::putText(rgb, text, cv::Point(x, y + label_size.height),\n cv::FONT_HERSHEY_SIMPLEX, 1.0, cv::Scalar(0, 0, 0));\n\n return 0;\n}\n\nstatic int draw_fps(cv::Mat& rgb)\n{\n // resolve moving average\n float avg_fps = 0.f;\n {\n static double t0 = 0.f;\n static float fps_history[10] = {0.f};\n\n double t1 = ncnn::get_current_time();\n if (t0 == 0.f)\n {\n t0 = t1;\n return 0;\n }\n\n float fps = 1000.f / (t1 - t0);\n t0 = t1;\n\n for (int i = 9; i >= 1; i--)\n {\n fps_history[i] = fps_history[i - 1];\n }\n fps_history[0] = fps;\n\n if (fps_history[9] == 0.f)\n {\n return 0;\n }\n\n for (int i = 0; i < 10; i++)\n {\n avg_fps += fps_history[i];\n }\n avg_fps /= 10.f;\n }\n\n char text[32];\n sprintf(text, \"FPS=%.2f\", avg_fps);\n\n int baseLine = 0;\n cv::Size label_size = cv::getTextSize(text, cv::FONT_HERSHEY_SIMPLEX, 0.5, 1, &baseLine);\n\n int y = 0;\n int x = rgb.cols - label_size.width;\n\n cv::rectangle(rgb, cv::Rect(cv::Point(x, y), cv::Size(label_size.width, label_size.height + baseLine)),\n cv::Scalar(255, 255, 255), -1);\n\n cv::putText(rgb, text, cv::Point(x, y + label_size.height),\n cv::FONT_HERSHEY_SIMPLEX, 0.5, cv::Scalar(0, 0, 0));\n\n return 0;\n}\n\nstatic SCRFD* g_scrfd = 0;\nstatic ncnn::Mutex lock;\n\nclass MyNdkCamera : public NdkCameraWindow\n{\npublic:\n virtual void on_image_render(cv::Mat& rgb) const;\n};\n\nvoid MyNdkCamera::on_image_render(cv::Mat& rgb) const\n{\n // scrfd\n {\n ncnn::MutexLockGuard g(lock);\n\n if (g_scrfd)\n {\n std::vector faceobjects;\n g_scrfd->detect(rgb, faceobjects);\n\n g_scrfd->draw(rgb, faceobjects);\n }\n else\n {\n draw_unsupported(rgb);\n }\n }\n\n draw_fps(rgb);\n}\n\nstatic MyNdkCamera* g_camera = 0;\n\nextern \"C\" {\n\nJNIEXPORT jint JNI_OnLoad(JavaVM* vm, void* reserved)\n{\n __android_log_print(ANDROID_LOG_DEBUG, \"ncnn\", \"JNI_OnLoad\");\n\n g_camera = new MyNdkCamera;\n\n return JNI_VERSION_1_4;\n}\n\nJNIEXPORT void JNI_OnUnload(JavaVM* vm, void* reserved)\n{\n __android_log_print(ANDROID_LOG_DEBUG, \"ncnn\", \"JNI_OnUnload\");\n\n {\n ncnn::MutexLockGuard g(lock);\n\n delete g_scrfd;\n g_scrfd = 0;\n }\n\n delete g_camera;\n g_camera = 0;\n}\n\n// public native boolean loadModel(AssetManager mgr, int modelid, int cpugpu);\nJNIEXPORT jboolean JNICALL Java_com_tencent_scrfdncnn_SCRFDNcnn_loadModel(JNIEnv* env, jobject thiz, jobject assetManager, jint modelid, jint cpugpu)\n{\n if (modelid < 0 || modelid > 7 || cpugpu < 0 || cpugpu > 1)\n {\n return JNI_FALSE;\n }\n\n AAssetManager* mgr = AAssetManager_fromJava(env, assetManager);\n\n __android_log_print(ANDROID_LOG_DEBUG, \"ncnn\", \"loadModel %p\", mgr);\n\n const char* modeltypes[] =\n {\n \"500m\",\n \"500m_kps\",\n \"1g\",\n \"2.5g\",\n \"2.5g_kps\",\n \"10g\",\n \"10g_kps\",\n \"34g\"\n };\n\n const char* modeltype = modeltypes[(int)modelid];\n bool use_gpu = (int)cpugpu == 1;\n\n // reload\n {\n ncnn::MutexLockGuard g(lock);\n\n if (use_gpu && ncnn::get_gpu_count() == 0)\n {\n // no gpu\n delete g_scrfd;\n g_scrfd = 0;\n }\n else\n {\n if (!g_scrfd)\n g_scrfd = new SCRFD;\n g_scrfd->load(mgr, modeltype, use_gpu);\n }\n }\n\n return JNI_TRUE;\n}\n\n// public native boolean openCamera(int facing);\nJNIEXPORT jboolean JNICALL Java_com_tencent_scrfdncnn_SCRFDNcnn_openCamera(JNIEnv* env, jobject thiz, jint facing)\n{\n if (facing < 0 || facing > 1)\n return JNI_FALSE;\n\n __android_log_print(ANDROID_LOG_DEBUG, \"ncnn\", \"openCamera %d\", facing);\n\n g_camera->open((int)facing);\n\n return JNI_TRUE;\n}\n\n// public native boolean closeCamera();\nJNIEXPORT jboolean JNICALL Java_com_tencent_scrfdncnn_SCRFDNcnn_closeCamera(JNIEnv* env, jobject thiz)\n{\n __android_log_print(ANDROID_LOG_DEBUG, \"ncnn\", \"closeCamera\");\n\n g_camera->close();\n\n return JNI_TRUE;\n}\n\n// public native boolean setOutputWindow(Surface surface);\nJNIEXPORT jboolean JNICALL Java_com_tencent_scrfdncnn_SCRFDNcnn_setOutputWindow(JNIEnv* env, jobject thiz, jobject surface)\n{\n ANativeWindow* win = ANativeWindow_fromSurface(env, surface);\n\n __android_log_print(ANDROID_LOG_DEBUG, \"ncnn\", \"setOutputWindow %p\", win);\n\n g_camera->set_window(win);\n\n return JNI_TRUE;\n}\n\n}\n" }, { "path": "app/src/main/res/layout/main.xml", "content": "\n\n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n\n" }, { "path": "app/src/main/res/values/strings.xml", "content": "\n\n scrfdncnn\n \n 500m\n 500m_kps\n 1g\n 2.5g\n 2.5g_kps\n 10g\n 10g_kps\n 34g\n \n \n CPU\n GPU\n \n\n" }, { "path": "build.gradle", "content": "// Top-level build file where you can add configuration options common to all sub-projects/modules.\nplugins {\nid 'com.android.application' version '8.7.3' apply false\n}\n" }, { "path": "gradle/wrapper/gradle-wrapper.properties", "content": "#Wed Dec 25 17:36:46 CST 2024\ndistributionBase=GRADLE_USER_HOME\ndistributionPath=wrapper/dists\ndistributionUrl=https\\://services.gradle.org/distributions/gradle-8.12-bin.zip\nzipStoreBase=GRADLE_USER_HOME\nzipStorePath=wrapper/dists\n" }, { "path": "gradlew", "content": "#!/usr/bin/env sh\n\n#\n# Copyright 2015 the original author or authors.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# https://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n#\n\n##############################################################################\n##\n## Gradle start up script for UN*X\n##\n##############################################################################\n\n# Attempt to set APP_HOME\n# Resolve links: $0 may be a link\nPRG=\"$0\"\n# Need this for relative symlinks.\nwhile [ -h \"$PRG\" ] ; do\n ls=`ls -ld \"$PRG\"`\n link=`expr \"$ls\" : '.*-> \\(.*\\)$'`\n if expr \"$link\" : '/.*' > /dev/null; then\n PRG=\"$link\"\n else\n PRG=`dirname \"$PRG\"`\"/$link\"\n fi\ndone\nSAVED=\"`pwd`\"\ncd \"`dirname \\\"$PRG\\\"`/\" >/dev/null\nAPP_HOME=\"`pwd -P`\"\ncd \"$SAVED\" >/dev/null\n\nAPP_NAME=\"Gradle\"\nAPP_BASE_NAME=`basename \"$0\"`\n\n# Add default JVM options here. You can also use JAVA_OPTS and GRADLE_OPTS to pass JVM options to this script.\nDEFAULT_JVM_OPTS='\"-Xmx64m\" \"-Xms64m\"'\n\n# Use the maximum available, or set MAX_FD != -1 to use that value.\nMAX_FD=\"maximum\"\n\nwarn () {\n echo \"$*\"\n}\n\ndie () {\n echo\n echo \"$*\"\n echo\n exit 1\n}\n\n# OS specific support (must be 'true' or 'false').\ncygwin=false\nmsys=false\ndarwin=false\nnonstop=false\ncase \"`uname`\" in\n CYGWIN* )\n cygwin=true\n ;;\n Darwin* )\n darwin=true\n ;;\n MINGW* )\n msys=true\n ;;\n NONSTOP* )\n nonstop=true\n ;;\nesac\n\nCLASSPATH=$APP_HOME/gradle/wrapper/gradle-wrapper.jar\n\n\n# Determine the Java command to use to start the JVM.\nif [ -n \"$JAVA_HOME\" ] ; then\n if [ -x \"$JAVA_HOME/jre/sh/java\" ] ; then\n # IBM's JDK on AIX uses strange locations for the executables\n JAVACMD=\"$JAVA_HOME/jre/sh/java\"\n else\n JAVACMD=\"$JAVA_HOME/bin/java\"\n fi\n if [ ! -x \"$JAVACMD\" ] ; then\n die \"ERROR: JAVA_HOME is set to an invalid directory: $JAVA_HOME\n\nPlease set the JAVA_HOME variable in your environment to match the\nlocation of your Java installation.\"\n fi\nelse\n JAVACMD=\"java\"\n which java >/dev/null 2>&1 || die \"ERROR: JAVA_HOME is not set and no 'java' command could be found in your PATH.\n\nPlease set the JAVA_HOME variable in your environment to match the\nlocation of your Java installation.\"\nfi\n\n# Increase the maximum file descriptors if we can.\nif [ \"$cygwin\" = \"false\" -a \"$darwin\" = \"false\" -a \"$nonstop\" = \"false\" ] ; then\n MAX_FD_LIMIT=`ulimit -H -n`\n if [ $? -eq 0 ] ; then\n if [ \"$MAX_FD\" = \"maximum\" -o \"$MAX_FD\" = \"max\" ] ; then\n MAX_FD=\"$MAX_FD_LIMIT\"\n fi\n ulimit -n $MAX_FD\n if [ $? -ne 0 ] ; then\n warn \"Could not set maximum file descriptor limit: $MAX_FD\"\n fi\n else\n warn \"Could not query maximum file descriptor limit: $MAX_FD_LIMIT\"\n fi\nfi\n\n# For Darwin, add options to specify how the application appears in the dock\nif $darwin; then\n GRADLE_OPTS=\"$GRADLE_OPTS \\\"-Xdock:name=$APP_NAME\\\" \\\"-Xdock:icon=$APP_HOME/media/gradle.icns\\\"\"\nfi\n\n# For Cygwin or MSYS, switch paths to Windows format before running java\nif [ \"$cygwin\" = \"true\" -o \"$msys\" = \"true\" ] ; then\n APP_HOME=`cygpath --path --mixed \"$APP_HOME\"`\n CLASSPATH=`cygpath --path --mixed \"$CLASSPATH\"`\n\n JAVACMD=`cygpath --unix \"$JAVACMD\"`\n\n # We build the pattern for arguments to be converted via cygpath\n ROOTDIRSRAW=`find -L / -maxdepth 1 -mindepth 1 -type d 2>/dev/null`\n SEP=\"\"\n for dir in $ROOTDIRSRAW ; do\n ROOTDIRS=\"$ROOTDIRS$SEP$dir\"\n SEP=\"|\"\n done\n OURCYGPATTERN=\"(^($ROOTDIRS))\"\n # Add a user-defined pattern to the cygpath arguments\n if [ \"$GRADLE_CYGPATTERN\" != \"\" ] ; then\n OURCYGPATTERN=\"$OURCYGPATTERN|($GRADLE_CYGPATTERN)\"\n fi\n # Now convert the arguments - kludge to limit ourselves to /bin/sh\n i=0\n for arg in \"$@\" ; do\n CHECK=`echo \"$arg\"|egrep -c \"$OURCYGPATTERN\" -`\n CHECK2=`echo \"$arg\"|egrep -c \"^-\"` ### Determine if an option\n\n if [ $CHECK -ne 0 ] && [ $CHECK2 -eq 0 ] ; then ### Added a condition\n eval `echo args$i`=`cygpath --path --ignore --mixed \"$arg\"`\n else\n eval `echo args$i`=\"\\\"$arg\\\"\"\n fi\n i=`expr $i + 1`\n done\n case $i in\n 0) set -- ;;\n 1) set -- \"$args0\" ;;\n 2) set -- \"$args0\" \"$args1\" ;;\n 3) set -- \"$args0\" \"$args1\" \"$args2\" ;;\n 4) set -- \"$args0\" \"$args1\" \"$args2\" \"$args3\" ;;\n 5) set -- \"$args0\" \"$args1\" \"$args2\" \"$args3\" \"$args4\" ;;\n 6) set -- \"$args0\" \"$args1\" \"$args2\" \"$args3\" \"$args4\" \"$args5\" ;;\n 7) set -- \"$args0\" \"$args1\" \"$args2\" \"$args3\" \"$args4\" \"$args5\" \"$args6\" ;;\n 8) set -- \"$args0\" \"$args1\" \"$args2\" \"$args3\" \"$args4\" \"$args5\" \"$args6\" \"$args7\" ;;\n 9) set -- \"$args0\" \"$args1\" \"$args2\" \"$args3\" \"$args4\" \"$args5\" \"$args6\" \"$args7\" \"$args8\" ;;\n esac\nfi\n\n# Escape application args\nsave () {\n for i do printf %s\\\\n \"$i\" | sed \"s/'/'\\\\\\\\''/g;1s/^/'/;\\$s/\\$/' \\\\\\\\/\" ; done\n echo \" \"\n}\nAPP_ARGS=`save \"$@\"`\n\n# Collect all arguments for the java command, following the shell quoting and substitution rules\neval set -- $DEFAULT_JVM_OPTS $JAVA_OPTS $GRADLE_OPTS \"\\\"-Dorg.gradle.appname=$APP_BASE_NAME\\\"\" -classpath \"\\\"$CLASSPATH\\\"\" org.gradle.wrapper.GradleWrapperMain \"$APP_ARGS\"\n\nexec \"$JAVACMD\" \"$@\"\n" }, { "path": "gradlew.bat", "content": "@rem\r\n@rem Copyright 2015 the original author or authors.\r\n@rem\r\n@rem Licensed under the Apache License, Version 2.0 (the \"License\");\r\n@rem you may not use this file except in compliance with the License.\r\n@rem You may obtain a copy of the License at\r\n@rem\r\n@rem https://www.apache.org/licenses/LICENSE-2.0\r\n@rem\r\n@rem Unless required by applicable law or agreed to in writing, software\r\n@rem distributed under the License is distributed on an \"AS IS\" BASIS,\r\n@rem WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\r\n@rem See the License for the specific language governing permissions and\r\n@rem limitations under the License.\r\n@rem\r\n\r\n@if \"%DEBUG%\" == \"\" @echo off\r\n@rem ##########################################################################\r\n@rem\r\n@rem Gradle startup script for Windows\r\n@rem\r\n@rem ##########################################################################\r\n\r\n@rem Set local scope for the variables with windows NT shell\r\nif \"%OS%\"==\"Windows_NT\" setlocal\r\n\r\nset DIRNAME=%~dp0\r\nif \"%DIRNAME%\" == \"\" set DIRNAME=.\r\nset APP_BASE_NAME=%~n0\r\nset APP_HOME=%DIRNAME%\r\n\r\n@rem Resolve any \".\" and \"..\" in APP_HOME to make it shorter.\r\nfor %%i in (\"%APP_HOME%\") do set APP_HOME=%%~fi\r\n\r\n@rem Add default JVM options here. You can also use JAVA_OPTS and GRADLE_OPTS to pass JVM options to this script.\r\nset DEFAULT_JVM_OPTS=\"-Xmx64m\" \"-Xms64m\"\r\n\r\n@rem Find java.exe\r\nif defined JAVA_HOME goto findJavaFromJavaHome\r\n\r\nset JAVA_EXE=java.exe\r\n%JAVA_EXE% -version >NUL 2>&1\r\nif \"%ERRORLEVEL%\" == \"0\" goto execute\r\n\r\necho.\r\necho ERROR: JAVA_HOME is not set and no 'java' command could be found in your PATH.\r\necho.\r\necho Please set the JAVA_HOME variable in your environment to match the\r\necho location of your Java installation.\r\n\r\ngoto fail\r\n\r\n:findJavaFromJavaHome\r\nset JAVA_HOME=%JAVA_HOME:\"=%\r\nset JAVA_EXE=%JAVA_HOME%/bin/java.exe\r\n\r\nif exist \"%JAVA_EXE%\" goto execute\r\n\r\necho.\r\necho ERROR: JAVA_HOME is set to an invalid directory: %JAVA_HOME%\r\necho.\r\necho Please set the JAVA_HOME variable in your environment to match the\r\necho location of your Java installation.\r\n\r\ngoto fail\r\n\r\n:execute\r\n@rem Setup the command line\r\n\r\nset CLASSPATH=%APP_HOME%\\gradle\\wrapper\\gradle-wrapper.jar\r\n\r\n\r\n@rem Execute Gradle\r\n\"%JAVA_EXE%\" %DEFAULT_JVM_OPTS% %JAVA_OPTS% %GRADLE_OPTS% \"-Dorg.gradle.appname=%APP_BASE_NAME%\" -classpath \"%CLASSPATH%\" org.gradle.wrapper.GradleWrapperMain %*\r\n\r\n:end\r\n@rem End local scope for the variables with windows NT shell\r\nif \"%ERRORLEVEL%\"==\"0\" goto mainEnd\r\n\r\n:fail\r\nrem Set variable GRADLE_EXIT_CONSOLE if you need the _script_ return code instead of\r\nrem the _cmd.exe /c_ return code!\r\nif not \"\" == \"%GRADLE_EXIT_CONSOLE%\" exit 1\r\nexit /b 1\r\n\r\n:mainEnd\r\nif \"%OS%\"==\"Windows_NT\" endlocal\r\n\r\n:omega\r\n" }, { "path": "settings.gradle", "content": "pluginManagement {\n repositories {\n google()\n mavenCentral()\n gradlePluginPortal()\n }\n}\ndependencyResolutionManagement {\n repositoriesMode.set(RepositoriesMode.FAIL_ON_PROJECT_REPOS)\n repositories {\n google()\n mavenCentral()\n }\n}\n\nrootProject.name = \"scrfdncnn\"\ninclude ':app'\n" } ]