Mask Transfiner for High-Quality Instance Segmentation, CVPR 2022
Mask Transfiner for High-Quality Instance Segmentation [Mask Transfiner, CVPR 2022]
This is the official pytorch implementation of Transfiner built on the open-source detectron2 [Under Construction].
Mask Transfiner for High-Quality Instance Segmentation
Lei Ke, Martin Danelljan, Xia Li, Yu-Wing Tai, Chi-Keung Tang, Fisher Yu
CVPR, 2022
Highlights
- Transfiner: High-quality instance segmentation with state-of-the-art performance and extreme details.
- Novelty: An efficient transformer targeting for high-resolution instance masks predictions based on the quadtree structure.
- Efficacy: Large mask and boundary AP improvements on three instance segmentation benchmakrs, including COCO, Cityscapes and BDD100k.
- Simple: Small additional computation burden and easy to use.
Mask Transfiner with Quadtree Transformer
Results on COCO test-dev
(Check Table