segmentation

cvsegmentation

Semantic Segmentation

Instance Segmentation

Panoptic Segmentation

Models

Unet

Mask R-CNN

DeepLab

SegFormer

MaskFormer

SAM

SAM 2

Losses

Tricks

Upsampling

Bilinear Interpolation

Bicubic Interpolation

Transposed Convolution (Deconvolution / Upconvolution)

Datasets

Image Segmentation

https://github.com/Visual-Attention-Network/SegNeXt/

Self Supervised

GitHub - facebookresearch/CutLER: Code release for “Cut and Learn for Unsupervised Object Detection and Instance Segmentation”