Awesome
MP-Former
This is the official implementation of the paper "MP-Former: Mask-Piloted Transformer for Image Segmentation". Accepted to CVPR 2023.
News
- 8/19/2023: Code is released.
Install
The installation is exactly same as Mask2Former
Train
The following command is for no noise and all-layer MP training setting for instance segmentation.
bash run_50ep_no_noise_all_ly.sh
The following command is for no noise and all-layer MP training setting for panoptic segmentation.
bash run_50ep_no_noise_all_ly_panoptic.sh
Eval
You can set "weights" to the path of the checkpoint.
bash eval.sh
Model
This checkpoint is the 12-epoch checkpoint (last row in Table 7 of the paper). You are expected to have AP: 40.15 if you evaluate it.