{"id":20497184,"url":"https://github.com/fork123aniket/human-pose-estimation","last_synced_at":"2026-05-16T22:33:47.685Z","repository":{"id":63842005,"uuid":"570882554","full_name":"fork123aniket/Human-Pose-Estimation","owner":"fork123aniket","description":"Implementation for Human Pose Estimation using 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unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["body25","coco","computer-vision","human-pose","human-pose-estimation","mpii-dataset","opencv","pose-estimation"],"created_at":"2024-11-15T18:10:16.986Z","updated_at":"2026-05-16T22:33:47.669Z","avatar_url":"https://github.com/fork123aniket.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Human Pose Estimation\n\nThis repository provides implementation for ***Human Pose Estimation*** that predicts the location of various human keypoints (joints and landmarks) such as elbows, knees, neck, shoulder, hips, chest etc.\n\n## Requirements\n- OpenCV\n- OpenPose\n\n## Usage\n- To download the pre-Trained models, run `sh get_model.sh` command.\n- To run pre-Trained model, trained on ***MPII Human Pose*** dataset, on any image, run the following command:-\n`python3 human_pose_estimation.py --input \u003cImage Name\u003e --proto human_pose_proto/mpi/pose_deploy_linevec_faster_4_stages.prototxt --model human_pose_proto/mpi/pose_iter_160000.caffemodel --dataset MPI`.\n- To run pre-Trained model, trained on ***COCO*** dataset, on any image, run the following command:-\n`python3 human_pose_estimation.py --input \u003cImage Name\u003e --proto human_pose_proto/coco/deploy_coco.prototxt --model human_pose_proto/coco/pose_iter_440000.caffemodel --dataset COCO`.\n- To run pre-Trained model, trained on ***Body_25*** dataset, on any image, run the following command:-\n`python3 human_pose_estimation.py --input \u003cImage Name\u003e --proto human_pose_proto/body_25/body_25_deploy.prototxt --model human_pose_proto/body_25/pose_iter_584000.caffemodel`.\n\n## Results\n\nFollowing are a few ***human poses*** predicted by the model:-\n| Test Image        | Generated Keypoint Skeleton           |\n| ------------------- |:----------------------------:|\n| \u003cimg src=\"https://github.com/fork123aniket/Human-Pose-Estimation/blob/main/images/sample.jpg\" height=\"495\"\u003e | \u003cimg src=\"https://github.com/fork123aniket/Human-Pose-Estimation/blob/main/images/sample_result.webp\" height=\"495\"\u003e |\n| \u003cimg src=\"https://github.com/fork123aniket/Human-Pose-Estimation/blob/main/images/sample2.jpg\" width=\"320\"\u003e | \u003cimg src=\"https://github.com/fork123aniket/Human-Pose-Estimation/blob/main/images/sample2_result.webp\" width=\"320\"\u003e |\n\u003c!-- | \u003cimg src=\"https://github.com/fork123aniket/Encoder-Decoder-based-Video-Captioning/blob/main/input_videos/7NNg0_n-bS8_21_30.gif\" width=\"320\"\u003e | a man is performing on a stage | --\u003e\n\u003c!-- | ![alt text](https://github.com/fork123aniket/Human-Pose-Estimation/blob/main/images/sample.jpg) | ![alt text](https://github.com/fork123aniket/Human-Pose-Estimation/blob/main/images/sample_result.webp) |\n| ![alt text](https://github.com/fork123aniket/Human-Pose-Estimation/blob/main/images/sample2.jpg) | \u003cimg src=\"https://github.com/fork123aniket/Human-Pose-Estimation/blob/main/images/sample2_result.webp\" height=\"395\"\u003e |\n| \u003cimg src=\"https://github.com/fork123aniket/Encoder-Decoder-based-Video-Captioning/blob/main/input_videos/7NNg0_n-bS8_21_30.gif\" width=\"320\"\u003e | a man is performing on a stage | --\u003e\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffork123aniket%2Fhuman-pose-estimation","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ffork123aniket%2Fhuman-pose-estimation","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffork123aniket%2Fhuman-pose-estimation/lists"}