Yolov7-Human-Pose-estimation

In this project,Implemented Yolov7-pose for Human pose estimation

setup to run code on windows 11

1. create virtual environment in anaconda prompt using following command

• conda create -n yolov7_custom python=3.9

2. To activate environment

• conda activate yolov7_custom

3. clone the repository

• https://github.com/adinathkale01/Yolov7-Human-Pose-estimation.git

4. Go to cloned folder

• cd yolov7-pose-estimation

5. Install pakages using following command

• pip install -r requirements.txt

6. Download Yolov7 pose estimation weights from official github and put it inside current working directory

• https://github.com/WongKinYiu/yolov7/releases/download/v0.1/yolov7-w6-pose.pt

7. For pose estimation on video/webcam use pose-estimate.py fileo and to execute this file use following command. #For CPU

• python pose-estimate.py --source "your custom video.mp4" --device cpu

8. For Pushup_counting use pushup_counter.py file and to execute this file use following command #For CPU

• python pushup_counter.py --source "pushup.mp4" --device 0 --curltracker=True

Results/Outputs videos

References

• https://github.com/WongKinYiu/yolov7.git
• https://github.com/RizwanMunawar/yolov7-pose-estimation.git
• YOLO-Pose: Enhancing YOLO for Multi Person Pose Estimation Using Object Keypoint Similarity Loss: https://arxiv.org/abs/2204.06806
• https://learnopencv.com/tag/yolov7-pose/