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GitHub topics: few-shot-segmentation

ChenLiu-1996/DiffKillR

[ICASSP 2025 Oral] DiffKillR: Killing and Recreating Diffeomorphisms for Cell Annotation in Dense Microscopy Images

Language: Python - Size: 5.46 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 2 - Forks: 0

bryjen/PANet Fork of kaixin96/PANet

Replication of PANet, a few-shot image segmentation network. Credits to the original authors.

Language: Jupyter Notebook - Size: 36.1 KB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 0 - Forks: 0

KrishnaswamyLab/DiffKillR

[ICASSP 2025 Oral] DiffKillR: Killing and Recreating Diffeomorphisms for Cell Annotation in Dense Microscopy Images

Language: Python - Size: 5.28 MB - Last synced at: 3 days ago - Pushed at: 15 days ago - Stars: 5 - Forks: 0

dahyun-kang/ifsl

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

Language: Python - Size: 8.54 MB - Last synced at: 9 days ago - Pushed at: over 1 year ago - Stars: 130 - Forks: 16

chunbolang/BAM

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

Language: Python - Size: 6.73 MB - Last synced at: 5 months ago - Pushed at: over 1 year ago - Stars: 249 - Forks: 43

AIVResearch/MSANet

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

Language: Python - Size: 25.6 MB - Last synced at: 6 months ago - Pushed at: 7 months ago - Stars: 62 - Forks: 12

sinahmr/DIaM

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

Language: Python - Size: 941 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 55 - Forks: 2

chunbolang/HPA

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

Language: Python - Size: 7.82 MB - Last synced at: 5 months ago - Pushed at: over 2 years ago - Stars: 20 - Forks: 3

sfu-mial/SLiMe

1-shot image segmentation using Stable Diffusion

Language: Python - Size: 23.5 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

aliasgharkhani/SLiMe

1-shot image segmentation using Stable Diffusion

Language: Python - Size: 31.1 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 95 - Forks: 8

Seokju-Cho/Volumetric-Aggregation-Transformer

Official Implementation of VAT

Language: Python - Size: 13.8 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 142 - Forks: 14

rootvisionai/few_shot_sam

FEWSAM Few-shot Segmentation tool based on Segment Anything

Language: Python - Size: 111 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 23 - Forks: 0

Reagan1311/ASGNet

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

Language: Python - Size: 1.25 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 106 - Forks: 12

juhongm999/hsnet

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

Language: Python - Size: 8.69 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 208 - Forks: 42

Bryce1010/Awesome-Few-shot

Awesome Few-shot learning

Size: 23.4 KB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 52 - Forks: 11

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: Python - Size: 7.57 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 156 - Forks: 25

slei109/PATNet

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

Language: Python - Size: 2.75 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 33 - Forks: 2

hmdliu/FSS-Codebase

A codebase for few-shot segmentation research

Language: Python - Size: 941 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 0

fbono97/few-shot-covid19-seg

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

Language: Jupyter Notebook - Size: 1.98 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

Jarvis73/FPTrans

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

Language: Python - Size: 1.24 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 31 - Forks: 5

Jarvis73/FPTransPaddle

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

Language: Python - Size: 1.23 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

LiheYoung/MiningFSS

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

Language: Python - Size: 916 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 71 - Forks: 10

chunbolang/DCP

Official PyTorch Implementation of Beyond the Prototype: Divide-and-conquer Proxies for Few-shot Segmentation (IJCAI 2022 Long Oral).

Language: Python - Size: 12 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 24 - Forks: 2

lizhaoliu-Lec/DENet

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

Language: Python - Size: 5.97 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 26 - Forks: 6

Temiloluwa/leo_segmentation

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

Language: Python - Size: 2.5 GB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 4