few-shot-segmentation topic
One-shot-Human-Parsing
[AAAI 2021] (oral) Progressive One-shot Human Parsing, [TPAMI 2023] End-to-end One-shot Human Parsing
MSANet
Official Pytorch implementation of Multi-Similarity and Attention Guidence for Boosting Few-Shot Segmentation.
few_shot_sam
FEWSAM Few-shot Segmentation tool based on Segment Anything
FPTrans
PyTorch implementation of paper "Feature-Proxy Transformer for Few-Shot Segmentation" (NeurIPS'22 Spotlight)
SLiMe
1-shot image segmentation using Stable Diffusion
DIaM
Official PyTorch Implementation of DIaM in "A Strong Baseline for Generalized Few-Shot Semantic Segmentation" (CVPR 2023)
PATNet
Official PyTorch Implementation of Cross-Domain Few-Shot Semantic Segmentation, ECCV 2022
HPA
Official PyTorch Implementation of Holistic Prototype Activation for Few-Shot Segmentation (TPAMI'22).