8000 GitHub - minizon/Mask_RCNN_KP: Mask R-CNN for Human Pose Estimation on Keras and TensorFlow
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Mask R-CNN for Human Pose Estimation

Note

  • This code has not been cleaned, and still may be difficult to read.
  • The evaluation part has not been tested, it may come to crash in test mode.

Configuration

  • Please refer to the original version matterport/Mask_RCNN to set up the environments.
  • Modify the keras code in lines 2552-2353 of evaluate_generator() in the file /engine/training.py: averages.append(np.average([out[i] for out in all_outs], weights=batch_sizes, axis=0)). Or you can update the loss code as recently updated in matterport/Mask_RCNN

Pitfalls

  • When using the horizontal flip augmentation, be aware of the "mirror person" problem. Maybe we should not use this kind of augmentation. MirrorPerson

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