[
  {
    "path": "README.md",
    "content": "<p align=\"center\">\n  <a href=\"https://play.google.com/store/apps/dev?id=7086930298279250852\" target=\"_blank\">\n    <img alt=\"\" src=\"https://github-production-user-asset-6210df.s3.amazonaws.com/125717930/246971879-8ce757c3-90dc-438d-807f-3f3d29ddc064.png\" width=500/>\n  </a>  \n</p>\n\n\n### Our facial recognition algorithm is globally top-ranked by NIST in the FRVT 1:1 leaderboards. <span><img src=\"https://github.com/kby-ai/.github/assets/125717930/bcf351c5-8b7a-496e-a8f9-c236eb8ad59e\" alt=\"badge\" width=\"36\" height=\"20\"></span>  \n[Latest NIST FRVT evaluation report 2024-12-20](https://pages.nist.gov/frvt/html/frvt11.html)  \n\n![FRVT Sheet](https://github.com/user-attachments/assets/16b4cee2-3a91-453f-94e0-9e81262393d7)\n\n#### 🆔 ID Document Liveness Detection - Linux - [Here](https://web.kby-ai.com)  <span><img src=\"https://github.com/kby-ai/.github/assets/125717930/bcf351c5-8b7a-496e-a8f9-c236eb8ad59e\" alt=\"badge\" width=\"36\" height=\"20\"></span>\n#### 🤗 Hugging Face - [Here](https://huggingface.co/kby-ai)\n#### 🚀 ID Document Auto-Capture on Web Front-end - [ID Document Capture - React](https://github.com/kby-ai/ID-document-capture-React)\n#### 💼 KYC Verification Demo - [Here](https://github.com/kby-ai/KYC-Verification-Demo-Android)\n#### 📚 Product & Resources - [Here](https://github.com/kby-ai/Product)\n#### 🙋‍♀️ Docker Hub - [Here](https://hub.docker.com/u/kbyai)\n  \n## ✅ Documents\nTo learn more about our products, please visit [here](https://docs.kby-ai.com)\n\n## ✅ Product & Resources\nWe are offering SDKs for face recognition, face liveness detection(face anti-spoofing), ID document recognition, ID document liveness detection.</br>\nAnd, we also provide clients with several software development services related to computer vision and machine learning.\n\n- [Face Liveness Detection SDK](https://github.com/kby-ai/Face-Liveness-Detection-SDK)\n- [Face Recognition SDK](https://github.com/kby-ai/Face-Recognition-SDK)\n- [ID Card Recognition SDK](https://github.com/kby-ai/IDCard-Recognition-SDK)\n\n## ✅ Our Projects\n### 1. Face Liveness Detection\n- [Face Liveness Detection - Android(Basic SDK)](https://github.com/kby-ai/FaceLivenessDetection-Android)\n- [Face Liveness Detection - iOS(Basic SDK)](https://github.com/kby-ai/FaceLivenessDetection-iOS)\n- [Face Liveness Detection - Linux](https://github.com/kby-ai/FaceLivenessDetection-Docker)\n- [Face Liveness Detection - Windows](https://github.com/kby-ai/FaceLivenessDetection-Windows)\n- [Face Liveness Detection - C#](https://github.com/kby-ai/FaceLivenessDetection-CSharp-.Net)\n- [Face Active Liveness Detection - Android](https://github.com/kby-ai/FaceActiveLivenessDetection-Android)\n\n### 2. Face Recognition\n- [Face Recognition with Face Liveness Detection - Android(Standard SDK)](https://github.com/kby-ai/FaceRecognition-Android)\n- [Face Recognition with Face Liveness Detection - iOS(Standard SDK)](https://github.com/kby-ai/FaceRecognition-iOS)\n- [Face Recognition with Face Liveness Detection - Flutter(Standard SDK)](https://github.com/kby-ai/FaceRecognition-Flutter)\n- [Face Recognition with Face Liveness Detection - React-Native(Standard SDK)](https://github.com/kby-ai/FaceRecognition-React-Native)\n- [Face Recognition with Face Liveness Detection - Ionic-Cordova(Standard SDK)](https://github.com/kby-ai/FaceRecognition-Ionic-Cordova)\n- [Face Recognition - Linux](https://github.com/kby-ai/FaceRecognition-Docker)\n- [Face Recognition - Windows](https://github.com/kby-ai/FaceRecognition-Windows)\n- [Face Recognition - C#](https://github.com/kby-ai/FaceRecognition-CSharp-.NET)\n- [Face Recognition - Vue](https://github.com/kby-ai/FaceRecognition-Vue)\n- [Face Recognition - JavaScript](https://github.com/kby-ai/FaceRecognition-JavaScript)\n- [Face Recognition - React](https://github.com/kby-ai/FaceRecognition-React)\n- [Face Search - Linux](https://github.com/kby-ai/FaceSearch-Docker)\n- [Face Group Identification - Android](https://github.com/kby-ai/Face-Group-Identification-Android)\n\n### 3. ID Card Recognition\n- [ID Card Recognition - Android](https://github.com/kby-ai/IDCardRecognition-Android)\n- [ID Card Recognition - iOS](https://github.com/kby-ai/IDCardRecognition-iOS)\n- [ID Card Recognition - Flutter](https://github.com/kby-ai/IDCardRecognition-Flutter)\n- [ID Card Recognition - Linux](https://github.com/kby-ai/IDCardRecognition-Docker)\n- [ID Card Recognition - Windows](https://github.com/kby-ai/IDCardRecognition-Windows)\n- [ID Card Recognition - C#](https://github.com/kby-ai/IDCardRecognition-CSharp-.NET)\n- [ID Card Detection - Android](https://github.com/kby-ai/IDCardDetection-Android)\n- [ID Card Liveness Detection - Linux](https://github.com/kby-ai/ID-Document-Liveness-Detection-Docker)\n\n### 4. Face Attribute\n- [Face Attribute - Android(Premium SDK)](https://github.com/kby-ai/FaceAttribute-Android)\n- [Face Attribute - iOS(Premium SDK)](https://github.com/kby-ai/FaceAttribute-iOS)\n- [Face Attribute - Flutter(Premium SDK)](https://github.com/kby-ai/FaceAttribute-Flutter)\n\n### 5. Auto Capture on Web Front-end\n- [Face Capture - Javascript](https://github.com/kby-ai/facecapture-web)\n- [ID Document Capture - Javascript](https://github.com/kby-ai/ID-document-capture-Javascript)\n  \n### 6. eKYC Verification Demo\n- [eKYC Verification Demo - Android](https://github.com/kby-ai/KYC-Verification-Demo-Android)\n\n### 7. ALPR/ANPR\n- [Automatic License Plate Recognition - Python](https://github.com/kby-ai/Automatic-License-Plate-Recognition-Python)\n- [Automatic License Plate Recognition - Flutter](https://github.com/kby-ai/Automatic-License-Plate-Recognition-Flutter)\n- [Automatic License Plate Recognition - C#](https://github.com/kby-ai/Automatic-License-Plate-Recognition-CSharp-.NET)\n- [Automatic License Plate Recognition - Android](https://github.com/kby-ai/Automatic-License-Plate-Recognition-Android)\n- [Automatic License Plate Recognition - iOS](https://github.com/kby-ai/Automatic-License-Plate-Recognition-iOS)\n  \n### 8. Face Tracking\n- [Face Tracker - Linux](https://github.com/kby-ai/Face-Tracker-Linux)\n- [Face Tracker - Windows](https://github.com/kby-ai/Face-Tracker-Windows)\n\n### 9. Palm Recognition\n- [Palmprint Recognition - Android](https://github.com/kby-ai/PalmRecognition-Android)\n- [Palmprint Recognition - Linux](https://github.com/kby-ai/Palmprint-Recognition-Linux)\n- [Palmvein Recognition - Linux](https://github.com/kby-ai/Palmvein-Recognition-Docker)\n\n#### 10. Computer Vision Products\n- [Fire/Smoke Detection - Linux](https://github.com/kby-ai/Fire-Smoke-Detection-Docker)\n\n## ✅ Testing Product\n### 1. Online Demo\n  To test our `SDK`s in a web browser, please visit the following page [here](https://web.kby-ai.com)\n\n![image](https://github.com/kby-ai/Product/assets/125717930/6f6ad933-bed0-4ff6-81aa-58aba13e6845)\n\n### 2. Google Play\n\n<a href=\"https://play.google.com/store/apps/dev?id=7086930298279250852\" target=\"_blank\">\n  <img alt=\"\" src=\"https://user-images.githubusercontent.com/125717930/230804673-17c99e7d-6a21-4a64-8b9e-a465142da148.png\" height=80/>\n</a>\n\n### 3. App Store\n\n<a href=\"https://apps.apple.com/us/developer/hafiz-asif-ali/id1683604200\" target=\"_blank\">\n  <img alt=\"\" src=\"https://user-images.githubusercontent.com/125717930/235276083-d20fe057-214d-497c-a431-4569bbeed2fe.png\" height=80/>\n</a>\n\n#### Please contact us:\n🧙`Email:` contact@kby-ai.com</br>\n🧙`Telegram:` [@kbyaisupport](https://t.me/kbyaisupport)</br>\n🧙`WhatsApp:` [+19092802609](https://wa.me/+19092802609)</br>\n🧙`Discord:` [KBY-AI](https://discord.gg/6wm383re2s)</br>\n🧙`Teams:` [KBY-AI](https://teams.live.com/l/invite/FBAYGB1-IlXkuQM3AY)</br>\n\n[![Visitors](https://api.visitorbadge.io/api/combined?path=https%3A%2F%2Fgithub.com%2Fkby-ai%2FProduct&countColor=%23263759)](https://visitorbadge.io/status?path=https%3A%2F%2Fgithub.com%2Fkby-ai%2FProduct)\n"
  }
]