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| # Built from https://huggingface.co/spaces/hlydecker/MegaDetector_v5 | |
| # Built from https://huggingface.co/spaces/sofmi/MegaDetector_DLClive/blob/main/app.py | |
| # Built from https://huggingface.co/spaces/Neslihan/megadetector_dlcmodels/blob/main/app.py | |
| import os | |
| import yaml | |
| import numpy as np | |
| from matplotlib import cm | |
| import gradio as gr | |
| import deeplabcut | |
| import dlclib | |
| from PIL import Image, ImageColor, ImageFont, ImageDraw | |
| # check git lfs pull!! | |
| from DLC_models.download_utils import DownloadModel | |
| from dlclive import DLCLive, Processor | |
| from viz_utils import save_results_as_json, draw_keypoints_on_image, draw_bbox_w_text, save_results_only_dlc | |
| from detection_utils import predict_md, crop_animal_detections, predict_dlc | |
| from ui_utils import gradio_inputs_for_MD_DLC, gradio_outputs_for_MD_DLC, gradio_description_and_examples | |
| # directly from huggingface | |
| import gradio as gr | |
| model = gr.Interface.load("mwmathis/DeepLabCutModelZoo-SuperAnimal-Quadruped", | |
| ) | |
| model.launch() | |