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The Top 23 Few Shot Open Source Projects

Open source projects categorized as Few Shot
Categories > Few Shot
Transferlearning ⭐ 12,494
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
most recent commit 3 months ago
Deepke ⭐ 2,679
An Open Toolkit for Knowledge Graph Extraction and Construction published at EMNLP2022 System Demonstrations.
total releases 111most recent commit 3 months ago
Learn2learn ⭐ 2,283
A PyTorch Library for Meta-learning Research
dependent packages 1total releases 19most recent commit 10 months agopypi learn2learn} Downloads
Custom Diffusion ⭐ 1,669
Custom Diffusion: Multi-Concept Customization of Text-to-Image Diffusion (CVPR 2023)
most recent commit 4 months ago
Fsl Mate ⭐ 1,611
FSL-Mate: A collection of resources for few-shot learning (FSL).
dependent packages 1total releases 3most recent commit 3 months agopypi paddlefsl} Downloads
Prototypical Networks ⭐ 524
Code for the NIPS 2017 Paper "Prototypical Networks for Few-shot Learning"
most recent commit 6 years ago
Awesome Diffusion Categorized ⭐ 491
collection of diffusion model papers categorized by their subareas
most recent commit 3 months ago
Metaoptnet ⭐ 480
Meta-Learning with Differentiable Convex Optimization (CVPR 2019 Oral)
most recent commit a year ago
Mini Imagenet Tools ⭐ 399
Tools for generating mini-ImageNet dataset and processing batches
most recent commit 3 years ago
Fewx ⭐ 335
FewX is an open-source toolbox on top of Detectron2 for data-limited instance-level recognition tasks.
most recent commit 3 months ago
Bigdetection ⭐ 291
BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training
most recent commit a year ago
Pfenet ⭐ 289
PFENet: Prior Guided Feature Enrichment Network for Few-shot Segmentation (TPAMI).
most recent commit 4 months ago
Zshot ⭐ 278
Zero and Few shot named entity & relationships recognition
total releases 9most recent commit 6 months ago
Led ⭐ 219
[ICCV 2023] Lighting Every Darkness in Two Pairs: A Calibration-Free Pipeline for RAW Denoising && [Arxiv 2023] Make Explicit Calibration Implicit: Calibrate Denoiser Instead of the Noise Model
most recent commit 3 months ago
Fewshotlearning ⭐ 199
Pytorch implementation of the paper "Optimization as a Model for Few-Shot Learning"
most recent commit 7 years ago
Feat ⭐ 149
The code repository for "Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions"
most recent commit 4 years ago
Deceived ⭐ 148
[NeurIPS 2021] Deceive D: Adaptive Pseudo Augmentation for GAN Training with Limited Data
most recent commit 2 years ago
Charactergan ⭐ 143
CharacterGAN: Few-Shot Keypoint Character Animation and Reposing (Best Paper WACV 2022)
most recent commit 2 years ago
Dmfont ⭐ 123
Official PyTorch implementation of DM-Font (ECCV 2020)
most recent commit 7 months ago
Vand April Gan ⭐ 113
[CVPR 2023 Workshop] VAND Challenge: 1st Place on Zero-shot AD and 4th Place on Few-shot AD
most recent commit 4 months ago
Limited Data Rolling Bearing Fault Diagnosis With Few Shot Learning ⭐ 112
This is the corresponding repository of paper Limited Data Rolling Bearing Fault Diagnosis with Few-shot Learning
most recent commit 2 years ago
Tim ⭐ 109
(NeurIPS 2020) Transductive Information Maximization for Few-Shot Learning https://arxiv.org/abs/2008.11297
most recent commit a year ago
Hatt Proto ⭐ 108
Code and dataset of AAAI2019 paper Hybrid Attention-Based Prototypical Networks for Noisy Few-Shot Relation Classification
most recent commit 5 years ago
The 2 Most Depended On Few Shot Open Source Projects
Fsl Mate ⭐ 1,611
FSL-Mate: A collection of resources for few-shot learning (FSL).
dependent packages 1total releases 3latest release April 02, 2022most recent commit 3 months agopypi paddlefsl} Downloads
Learn2learn ⭐ 2,283
A PyTorch Library for Meta-learning Research
dependent packages 1total releases 19latest release February 10, 2022most recent commit 10 months agopypi learn2learn} Downloads
The 5 Latest Releases In Few Shot Open Source Projects
Zshot ⭐ 278
Zero and Few shot named entity & relationships recognition
total releases 9latest release January 04, 2023most recent commit 6 months ago
Fsl Mate ⭐ 1,611
FSL-Mate: A collection of resources for few-shot learning (FSL).
dependent packages 1total releases 3latest release April 02, 2022most recent commit 3 months agopypi paddlefsl} Downloads
Learn2learn ⭐ 2,283
A PyTorch Library for Meta-learning Research
dependent packages 1total releases 19latest release February 10, 2022most recent commit 10 months agopypi learn2learn} Downloads
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