Description

This is pytorch implemtation for maskrcnn predict keypoints and corresponding depths

For Training

run python main.py

predict

run python kp3d_predict.py

##the modification of maskrcnn

  1. the model function is keypoints_rcnn_3d.py ,in which we add a depth branch

  2. mainly focus on the roi_heads.py ,in which we add depths loss ,similar to the keypoints loss

##the another way to add depth

  1. the model function is keypoints_rcnn_3d2.py ,in which we add a depth branch,but share the roi_pool and head with keypoints

  2. the roi_heads2.py ,in which we add a depth loss ,but share the keypoint_feature