Superlee506 / Mask_RCNN_Humanpose

Mask R-CNN for Human Pose Estimation on Keras and TensorFlow.
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Keypoint head implementation #43

Open LukasStu opened 3 years ago

LukasStu commented 3 years ago

Hi Superlee, thank you for your great work. I have a question about your keypoint mask head (build_fpn_keypoint_mask_graph). As far as I can tell there are differences between yours the keypoint mask head discribed in the mask r-cnn paper. For example you used KEYPOINT_MASK_POOL_SIZE= 7 instead of KEYPOINT_MASK_POOL_SIZE= 14. You also used the deconv layer to reduce the feature map depth to num_keypoints.

Is there a certain reason for these changes?

In the picture you can see the head structure after those 8 conv layers.

Thanks, Lukas

grafik