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A simple falling detection system based on mediapipe

1. Training

python train.py

2. Predict Image

# change link to img in predict_img.py, then run command
python predict_img.py

3. Predict Webcam/ Video

3.1. Predict with Webcam

python predict_video.py

3.2. Predict Video

# change input source of cv2 to link video, then run command
python predict.py

4. Demo

image

5. Deploy to Web

To be able to use webcam for web, you must install ssl for your web. Then run below command:

cd deploy_web
python app.py

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Simple Fall Dectection use Neural Network and Mediapipe

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  • Python 62.5%
  • JavaScript 22.8%
  • CSS 8.2%
  • HTML 6.5%