mks0601 / PoseFix_RELEASE

Official TensorFlow implementation of "PoseFix: Model-agnostic General Human Pose Refinement Network", CVPR 2019
MIT License
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About Output shape #28

Closed ghost closed 4 years ago

ghost commented 5 years ago

Thank your implementation. I have a question about input shape. I looked into the code in main/config.py as below stride The question is why out_shape is input_shape // 4 ? If I remembered correctly, the input shape size ( width, height ) will be 8 times smaller (width/8, height/8) after feeding it to Resnet network. It confused me a lot time :(. Thank you.

mks0601 commented 5 years ago

The output of resnet is //32, //32. I use three 2x deconvolutional layer to upsample it by 8, which becomes //4, //4. For more information, please read my paper.