MaskFormer

MaskFormer: Per-Pixel Classification is Not All You Need for Semantic Segmentation.

Features

  • Better results while being more efficient.
  • Unified view of semantic- and instance-level segmentation tasks.
  • Support major semantic segmentation datasets: ADE20K, Cityscapes, COCO-Stuff, Mapillary Vistas.
  • Support ALL Detectron2 models.

Bowen Cheng, Alexander G. Schwing, Alexander Kirillov

GitHub

https://github.com/facebookresearch/MaskFormer