SYMBOL INDEX (164 symbols across 44 files)

FILE: Benchmark/Basic/basic_bench.py
  function load_prompts (line 10) | def load_prompts(prompts_json_path):
  function image_to_base64 (line 14) | def image_to_base64(image_path):
  function call_gpt (line 23) | def call_gpt(original_image_path, result_image_path, edit_prompt, edit_t...
  function process_single_item (line 57) | def process_single_item(key, item, result_img_folder, origin_img_root, p...
  function process_json (line 67) | def process_json(edit_json, result_img_folder, origin_img_root, num_thre...
  function main (line 91) | def main():

FILE: Benchmark/Basic/step1_get_avgscore.py
  function extract_scores_and_average (line 4) | def extract_scores_and_average(entry: str) -> float:
  function compute_averages (line 15) | def compute_averages(result_json_dict):
  function main (line 23) | def main():

FILE: Benchmark/Basic/step2_typescore.py
  function compute_edit_type_averages (line 5) | def compute_edit_type_averages(score_dict, meta_dict):
  function main (line 20) | def main():

FILE: Benchmark/UGE/UGE_bench.py
  function image_to_base64 (line 33) | def image_to_base64(image_path):
  function call_gpt (line 42) | def call_gpt(original_image_path, result_image_path, edit_prompt):
  function process_single_item (line 77) | def process_single_item(key, item, result_img_folder, origin_img_root):
  function process_json (line 87) | def process_json(edit_json, result_img_folder, origin_img_root, num_thre...
  function main (line 111) | def main():

FILE: Benchmark/UGE/get_average_score.py
  function extract_scores_and_average (line 4) | def extract_scores_and_average(entry: str) -> float:
  function compute_final_average (line 15) | def compute_final_average(result_json_dict):
  function main (line 27) | def main():

FILE: inpaint-workflow/ImgEdit-ComfyUI/image_utils/nodes.py
  class ImageResizeToVAESize (line 6) | class ImageResizeToVAESize:
    method INPUT_TYPES (line 8) | def INPUT_TYPES(cls):
    method resize (line 21) | def resize(self, image: Image.Image, divide_by: int = 16, shortest_sid...

FILE: inpaint-workflow/ImgEdit-ComfyUI/prompt_refiner/nodes.py
  class PromptRefiner (line 11) | class PromptRefiner:
    method INPUT_TYPES (line 13) | def INPUT_TYPES(cls):
    method refine (line 24) | def refine(self, prompt: str):

FILE: inpaint-workflow/dlc_add.py
  function process_task (line 18) | def process_task(workflow_endpoint, data_list, progress_bar=None):
  function replace (line 72) | def replace(data_list, workers):

FILE: inpaint-workflow/dlc_adjust_canny.py
  function process_task (line 18) | def process_task(workflow_endpoint, data_list, progress_bar=None):
  function adjust_canny (line 70) | def adjust_canny(data_list, workers):

FILE: inpaint-workflow/dlc_background_change.py
  function process_task (line 18) | def process_task(workflow_endpoint, data_list, progress_bar=None):
  function background_change (line 70) | def background_change(data_list, workers):

FILE: inpaint-workflow/dlc_compose_add.py
  function process_task (line 20) | def process_task(workflow_endpoint, data_list, progress_bar=None):
  function replace (line 112) | def replace(data_list, workers):

FILE: inpaint-workflow/dlc_compose_add_omit.py
  function process_task (line 20) | def process_task(workflow_endpoint, data_list, progress_bar=None):
  function replace (line 94) | def replace(data_list, workers):

FILE: inpaint-workflow/dlc_compose_adjust.py
  function process_task (line 20) | def process_task(workflow_endpoint, data_list, progress_bar=None):
  function replace (line 114) | def replace(data_list, workers):

FILE: inpaint-workflow/dlc_compose_adjust_omit.py
  function process_task (line 20) | def process_task(workflow_endpoint, data_list, progress_bar=None):
  function replace (line 95) | def replace(data_list, workers):

FILE: inpaint-workflow/dlc_compose_adjust_version.py
  function process_task (line 20) | def process_task(workflow_endpoint, data_list, progress_bar=None):
  function replace (line 96) | def replace(data_list, workers):

FILE: inpaint-workflow/dlc_compose_remove.py
  function process_task (line 20) | def process_task(workflow_endpoint, data_list, progress_bar=None):
  function replace (line 112) | def replace(data_list, workers):

FILE: inpaint-workflow/dlc_compose_remove_omit.py
  function process_task (line 20) | def process_task(workflow_endpoint, data_list, progress_bar=None):
  function replace (line 95) | def replace(data_list, workers):

FILE: inpaint-workflow/dlc_compose_replace.py
  function process_task (line 19) | def process_task(workflow_endpoint, data_list, progress_bar=None):
  function replace (line 111) | def replace(data_list, workers):

FILE: inpaint-workflow/dlc_compose_replace_omit.py
  function process_task (line 19) | def process_task(workflow_endpoint, data_list, progress_bar=None):
  function replace (line 94) | def replace(data_list, workers):

FILE: inpaint-workflow/dlc_compose_replace_version.py
  function process_task (line 19) | def process_task(workflow_endpoint, data_list, progress_bar=None):
  function replace (line 94) | def replace(data_list, workers):

FILE: inpaint-workflow/dlc_extract_ref.py
  function process_task (line 18) | def process_task(workflow_endpoint, data_list, progress_bar=None):
  function replace (line 72) | def replace(data_list, workers):

FILE: inpaint-workflow/dlc_remove.py
  function process_task (line 18) | def process_task(workflow_endpoint, data_list, progress_bar=None):
  function replace (line 72) | def replace(data_list, workers):

FILE: inpaint-workflow/dlc_replace.py
  function process_task (line 18) | def process_task(workflow_endpoint, data_list, progress_bar=None):
  function replace (line 73) | def replace(data_list, workers):

FILE: inpaint-workflow/dlc_style_transfer.py
  function process_task (line 20) | def process_task(workflow_endpoint, image_list, style_list, progress_bar...
  function style_transfer (line 70) | def style_transfer(image_list, style_list, workers):

FILE: inpaint-workflow/imgedit/comfyui/base_workflow.py
  class ComfyUIWorkflow (line 11) | class ComfyUIWorkflow:
    method __init__ (line 12) | def __init__(self, endpoint_address: str, workflow_file: str, comfyui_...
    method upload_image (line 21) | def upload_image(self, image: Image):
    method task_context (line 28) | def task_context(self):
    method get_image (line 52) | def get_image(self, image_path: str):
    method submit_task (line 56) | def submit_task(self, **kwargs):
    method get_result (line 94) | def get_result(self, result_id):
    method _parse_workflow (line 101) | def _parse_workflow(self, **kwargs):
    method _parse_result (line 104) | def _parse_result(self, result, result_id):

FILE: inpaint-workflow/imgedit/comfyui/extract_ref_workflow.py
  class ExtractRefWorkflow (line 5) | class ExtractRefWorkflow(ComfyUIWorkflow):
    method __init__ (line 6) | def __init__(self, endpoint_address: str, workflow_file: str, comfyui_...
    method _parse_result (line 9) | def _parse_result(self, result, result_id):
    method _parse_workflow (line 14) | def _parse_workflow(self, prompt: str, image: Image, mask: Image):

FILE: inpaint-workflow/imgedit/comfyui/flux_adjust_canny.py
  class AdjustCannyWorkflow (line 5) | class AdjustCannyWorkflow(ComfyUIWorkflow):
    method __init__ (line 6) | def __init__(self, endpoint_address: str, workflow_file: str, comfyui_...
    method _parse_result (line 9) | def _parse_result(self, result, result_id):
    method _parse_workflow (line 14) | def _parse_workflow(self, prompt: str, image: Image, mask: Image):

FILE: inpaint-workflow/imgedit/comfyui/flux_inpaint.py
  class InpaintWorkflow (line 5) | class InpaintWorkflow(ComfyUIWorkflow):
    method __init__ (line 6) | def __init__(self, endpoint_address: str, workflow_file: str, comfyui_...
    method _parse_result (line 9) | def _parse_result(self, result, result_id):
    method _parse_workflow (line 14) | def _parse_workflow(self, prompt: str, image: Image, mask: Image):

FILE: inpaint-workflow/imgedit/comfyui/node_scheduler.py
  class NodeScheduler (line 3) | class NodeScheduler:
    method __init__ (line 4) | def __init__(self):
    method add_node (line 7) | def add_node(self, node):
    method schedule (line 12) | def schedule(self, task):

FILE: inpaint-workflow/imgedit/comfyui/sdxl_adjust.py
  class SDXLAdjustWorkflow (line 5) | class SDXLAdjustWorkflow(ComfyUIWorkflow):
    method __init__ (line 6) | def __init__(self, endpoint_address: str, workflow_file: str, comfyui_...
    method _parse_result (line 9) | def _parse_result(self, result, result_id):
    method _parse_workflow (line 14) | def _parse_workflow(self, prompt: str, image: Image, mask: Image):

FILE: inpaint-workflow/imgedit/comfyui/sdxl_inpaint.py
  class InpaintWorkflow (line 5) | class InpaintWorkflow(ComfyUIWorkflow):
    method __init__ (line 6) | def __init__(self, endpoint_address: str, workflow_file: str, comfyui_...
    method _parse_result (line 9) | def _parse_result(self, result, result_id):
    method _parse_workflow (line 14) | def _parse_workflow(self, prompt: str, image: Image, mask: Image):

FILE: inpaint-workflow/imgedit/comfyui/style_transfer.py
  class StyleTransferWorkflow (line 5) | class StyleTransferWorkflow(ComfyUIWorkflow):
    method __init__ (line 6) | def __init__(self, endpoint_address: str, workflow_file: str, comfyui_...
    method _parse_result (line 9) | def _parse_result(self, result, result_id):
    method _parse_workflow (line 14) | def _parse_workflow(self, prompt: str, image: Image):

FILE: inpaint-workflow/imgedit/comfyui/style_transfer_sdxl.py
  class StyleTransferSDXLWorkflow (line 5) | class StyleTransferSDXLWorkflow(ComfyUIWorkflow):
    method __init__ (line 6) | def __init__(self, endpoint_address: str, workflow_file: str, comfyui_...
    method _parse_result (line 9) | def _parse_result(self, result, result_id):
    method _parse_workflow (line 14) | def _parse_workflow(self, prompt: str, image: Image):

FILE: inpaint-workflow/imgedit/test_dlc/ip_utils.py
  function get_local_ip (line 3) | def get_local_ip():

FILE: inpaint-workflow/imgedit/test_dlc/master.py
  function ping (line 16) | def ping():
  function run_flask (line 23) | def run_flask():
  function dlc_context_runner (line 27) | def dlc_context_runner(func, wait_time=120, *args, **kwargs):

FILE: inpaint-workflow/imgedit/utils/mask.py
  function rle_to_mask (line 4) | def rle_to_mask(rle_str, height, width):

FILE: inpaint-workflow/schemas.py
  class Resolution (line 4) | class Resolution(BaseModel):
  class EditObject (line 8) | class EditObject(BaseModel):
  class ReplaceObjectTask (line 16) | class ReplaceObjectTask(BaseModel):
  class RemoveObjectTask (line 24) | class RemoveObjectTask(BaseModel):
  class AddObjectTask (line 32) | class AddObjectTask(BaseModel):
  class BackgroundChangeTask (line 40) | class BackgroundChangeTask(BaseModel):
  class AdjustCannyTask (line 47) | class AdjustCannyTask(BaseModel):
  class ComposeTask (line 55) | class ComposeTask(BaseModel):
  class OmitTask (line 67) | class OmitTask(BaseModel):

FILE: tools/1_filter_json_by_aes.py
  function parse_args (line 7) | def parse_args():
  function filter_data (line 16) | def filter_data(item, aes, res):
  function main (line 23) | def main():

FILE: tools/2_recap_laion.py
  function is_english_word (line 40) | def is_english_word(word):
  function filter_keywords (line 48) | def filter_keywords(items, keywords):
  function extract_data_from_response (line 52) | def extract_data_from_response(response):
  function call_gpt (line 128) | def call_gpt(
  function process_file (line 145) | def process_file(json_data, model_name, api_key, base_url, output_folder):
  function parse_args (line 168) | def parse_args():

FILE: tools/3_merge_recap.py
  function process_json_file (line 8) | def process_json_file(file_path):
  function extract_metadata_from_json (line 20) | def extract_metadata_from_json(input_folder, output_file):

FILE: tools/4_yolo_seg.py
  class LabelAnnotator (line 32) | class LabelAnnotator(sv.LabelAnnotator):
    method resolve_text_background_xyxy (line 34) | def resolve_text_background_xyxy(
  class ImageDataset (line 47) | class ImageDataset(Dataset):
    method __init__ (line 48) | def __init__(self, json_files, images_folder, output_path):
    method __len__ (line 53) | def __len__(self):
    method __getitem__ (line 56) | def __getitem__(self, idx):
  function custom_collate_fn (line 77) | def custom_collate_fn(batch):
  function inference_detector (line 80) | def inference_detector(
  function inference_all (line 147) | def inference_all(args, yolo_model, test_pipeline, sam_model, texts, ima...
  function post_process_all (line 189) | def post_process_all(
  function parse_args (line 293) | def parse_args():
  function split_list (line 377) | def split_list(data, nums, part):

FILE: tools/5_caption_motion_change.py
  function image_to_base64 (line 30) | def image_to_base64(image_path):
  function call_gpt (line 41) | def call_gpt(original_image_path, result_image_path, edit_prompt_json):
  function process_json (line 71) | def process_json(json_path, image_folder):
  function process_directory_parallel (line 117) | def process_directory_parallel(json_folder: str,
  function main (line 139) | def main():

FILE: tools/5_generate_prompt.py
  function call_gpt (line 127) | def call_gpt(
  function parse_args (line 160) | def parse_args():
  function valid_obj_candidate (line 192) | def valid_obj_candidate(obbox, area, score, clip_score, a_threshold, s_t...
  function valid_bg_candidate (line 208) | def valid_bg_candidate(obbox, area, score, clip_score, a_threshold, s_th...
  function make_replace_adjust_description (line 224) | def make_replace_adjust_description(summary, object, resolution, bbox):
  function make_bg_description (line 236) | def make_bg_description(summary, background, object, count=5):
  function make_content_understand_description (line 247) | def make_content_understand_description(caption, object, bbox, resolutio...
  function make_version_backtrack_description (line 256) | def make_version_backtrack_description(caption, object, bbox, resolution...
  function make_add_description (line 266) | def make_add_description(caption, object, bbox, resolution):
  function make_remove_description (line 275) | def make_remove_description(caption, object, bbox, resolution):
  function make_hybrid_description (line 285) | def make_hybrid_description(caption, object1, object2, bbox1, bbox2, ins...
  function make_content_memory_description (line 296) | def make_content_memory_description(caption, object1, object2, instruct):
  function bbox_far_enough (line 301) | def bbox_far_enough(box1, box2, min_dist=100, xywh=False):
  function caption (line 328) | def caption(batch):
  function process_file (line 526) | def process_file(json_file):

FILE: tools/6_postprocess.py
  function image_to_base64 (line 50) | def image_to_base64(image_path):
  function call_gpt (line 61) | def call_gpt(original_image_path, result_image_path, edit_prompt_json):
  function process_folder (line 106) | def process_folder(folder, api_key):
  function process_folder_with_api_key (line 130) | def process_folder_with_api_key(args):
  function process_directory_parallel (line 134) | def process_directory_parallel(parent_folder, num_processes, api_key):
  function process_directory (line 142) | def process_directory(parent_folder, api_key):
  function main (line 151) | def main():