few-shot-segmentation topic

List few-shot-segmentation repositories

One-shot-Human-Parsing

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

MSANet

60
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11
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Official Pytorch implementation of Multi-Similarity and Attention Guidence for Boosting Few-Shot Segmentation.

few_shot_sam

26
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0
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FEWSAM Few-shot Segmentation tool based on Segment Anything

FPTrans

45
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5
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PyTorch implementation of paper "Feature-Proxy Transformer for Few-Shot Segmentation" (NeurIPS'22 Spotlight)

SLiMe

106
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10
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1-shot image segmentation using Stable Diffusion

DIaM

45
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2
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Official PyTorch Implementation of DIaM in "A Strong Baseline for Generalized Few-Shot Semantic Segmentation" (CVPR 2023)

PATNet

44
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6
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Official PyTorch Implementation of Cross-Domain Few-Shot Semantic Segmentation, ECCV 2022

HPA

21
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3
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Official PyTorch Implementation of Holistic Prototype Activation for Few-Shot Segmentation (TPAMI'22).