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README.md

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hand_detection_pytorch.py

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hand_detection_pytorch_utils.py

hand_detection_pytorch_utils.py

 
 

README.md

hand-detection.PyTorch

Input

Input

Output

Output

(Images above are from https://github.com/zllrunning/hand-detection.PyTorch/tree/master/data/video)

Usage

Automatically downloads the onnx and prototxt files on the first run. It is necessary to be connected to the Internet while downloading.

For the sample image,

$ python3 hand_detection_pytorch.py

If you want to specify the input image, put the image path after the --input option.
You can use --savepath option to change the name of the output file to save.

$ python3 hand_detection_pytorch.py --input IMAGE_PATH --savepath SAVE_IMAGE_PATH

By adding the --video option, you can input the video.
If you pass 0 as an argument to VIDEO_PATH, you can use the webcam input instead of the video file.

$ python3 hand_detection_pytorch.py --video VIDEO_PATH

Reference

Framework

PyTorch 0.4.0 or more

Model Format

ONNX opset=10

Netron

hand_detection.onnx.prototxt