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HandPose Net

Requirement

  • Python 3.7

Annotation tool

If you want to run the annotation tool, get into folder 'annotation/' and run: ''' $ python3 Annotation_tool.py ''' The serial number of last annotated image is saved in checkpoint.txt. If you want change the start serial number of images when openning the annotation tool, please change the number in checkpoint.txt

Model

Training

If you want to training a new model, please get into the root folder and run: ''' $ python3 main.py ''' The training result is saved in 'result/' by default.

Predicting

If you want to load an existed model and predict the handpose, please run: ''' $ python3 predict.py --model_path path_of_model ''' path_of_model is the path of the model you want to load. The value of --model_path is 'hand.model' by default, which is a model already generated.

After that, please input the serial number of image in the terminal, and the image with keypoints predicted will be shown.

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PFN 2019 summer intern

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