Fall Detection Robot

Introduction

• Forked from RizwanMunawar/yolov7-pose-estimation
• Combined with fall detection algorithm from manirajanvn/yolov7_keypoints

Steps to run Code

• Clone the repository.

• Goto the cloned folder.

• Create a virtual envirnoment (Recommended, If you dont want to disturb python packages)

• Install ffmpeg

• Upgrade pip with mentioned command below.

pip install --upgrade pip

• Install requirements with mentioned command below.

pip install -r requirements.txt

• Download yolov7 pose estimation weights from link and move them to the working directory {Fall-Detection-Robot}

• Run the code with mentioned command below.

python main.py

#if you want to change source file
python main.py --source "your custom video.mp4"

#For CPU
python main.py --source "your custom video.mp4" --device cpu

#For GPU
python main.py --source "your custom video.mp4" --device 0

#For View-Image
python main.py --source "your custom video.mp4" --device 0 --view-img

#For LiveStream (Ip Stream URL Format i.e "rtsp://username:pass@ipaddress:portno/video/video.amp")
python main.py --source "your IP Camera Stream URL" --device 0 --view-img

#For WebCam
python main.py --source 0 --view-img

#For External Camera
python main.py --source 1 --view-img

• Output file will be created in the working directory with name ["your-file-name-without-extension"+"_keypoint.mp4"]

References

• https://github.com/WongKinYiu/yolov7
• https://github.com/RizwanMunawar/yolov7-pose-estimation
• https://github.com/manirajanvn/yolov7_keypoints/tree/main