few-shot-segmentation

There are 24 repositories under few-shot-segmentation topic.

  • chunbolang/BAM

    Official PyTorch Implementation of Learning What Not to Segment: A New Perspective on Few-Shot Segmentation (CVPR'22 Oral & TPAMI'23).

    Language:Python24976443

  • juhongm999/hsnet

    Official PyTorch Implementation of Hypercorrelation Squeeze for Few-Shot Segmentation, ICCV 2021

    Language:Python23133443

  • mboudiaf/RePRI-for-Few-Shot-Segmentation

    (CVPR 2021) Code for our method RePRI for Few-Shot Segmentation. Paper at http://arxiv.org/abs/2012.06166

    Language:Python16882927

  • Seokju-Cho/Volumetric-Aggregation-Transformer

    Official Implementation of VAT

    Language:Python15311114

  • aliasgharkhani/SLiMe

    1-shot image segmentation using Stable Diffusion

    Language:Python13041516
  • ifsl

    dahyun-kang/ifsl

    [CVPR'22] Official PyTorch implementation of Integrative Few-Shot Learning for Classification and Segmentation

    Language:Python12651216

  • Reagan1311/ASGNet

    Adaptive Prototype Learning and Allocation for Few-Shot Segmentation (CVPR 2021)

    Language:Python11641115

  • Charleshhy/One-shot-Human-Parsing

    [AAAI 2021] (oral) Progressive One-shot Human Parsing, [TPAMI 2023] End-to-end One-shot Human Parsing

    Language:Python723108

  • LiheYoung/MiningFSS

    [ICCV 2021 Oral] Mining Latent Classes for Few-shot Segmentation

    Language:Python7141511

  • AIVResearch/MSANet

    Official Pytorch implementation of Multi-Similarity and Attention Guidence for Boosting Few-Shot Segmentation.

    Language:Python6341512

  • sinahmr/DIaM

    Official PyTorch Implementation of DIaM in "A Strong Baseline for Generalized Few-Shot Semantic Segmentation" (CVPR 2023)

    Language:Python63252

  • slei109/PATNet

    Official PyTorch Implementation of Cross-Domain Few-Shot Semantic Segmentation, ECCV 2022

    Language:Python613457

  • Bryce1010/Awesome-Few-shot

    Awesome Few-shot learning

    548111

  • Jarvis73/FPTrans

    PyTorch implementation of paper "Feature-Proxy Transformer for Few-Shot Segmentation" (NeurIPS'22 Spotlight)

    Language:Python47385

  • lizhaoliu-Lec/DENet

    This is the official repo for Dynamic Extension Nets for Few-shot Semantic Segmentation (ACM Multimedia 20).

    Language:Python32296

  • rootvisionai/few_shot_sam

    FEWSAM Few-shot Segmentation tool based on Segment Anything

    Language:Python32131

  • chunbolang/DCP

    Official PyTorch Implementation of Beyond the Prototype: Divide-and-conquer Proxies for Few-shot Segmentation (IJCAI'22 Long Oral & IJCV'23).

    Language:Python30232

  • chunbolang/HPA

    Official PyTorch Implementation of Holistic Prototype Activation for Few-Shot Segmentation (TPAMI'22).

    Language:Python20133

  • pnodemiccai/PNODE-FSS

    Adversarially Robust Prototypical Few-shot Segmentation with Neural-ODEs

    Language:Python4112

  • hmdliu/FSS-Codebase

    A codebase for few-shot segmentation research

    Language:Python3100

  • Jarvis73/FPTransPaddle

    PaddlePaddle implementation of paper "Feature-Proxy Transformer for Few-Shot Segmentation" (NeurIPS'22 Spotlight)

    Language:Python230

  • sfu-mial/SLiMe

    Segment-Like-Me: 1-shot image segmentation using Stable Diffusion

    Language:Python2200

  • Temiloluwa/leo_segmentation

    This repository is the code base for the project titled Latent Embedding Optimization for Few-shot Segmentation.

    Language:Python1193

  • fbono97/few-shot-covid19-seg

    Few-shot learning project: Semantic segmentation of COVID-19 infection in CT scans

    Language:Jupyter Notebook0200