A PyTorch implementation of a few shot, and meta-learning algorithms for image classification.
☆90Jun 7, 2023Updated 3 years ago
Alternatives and similar repositories for Few-Shot
Users that are interested in Few-Shot are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Repository for few-shot learning machine learning projects☆1,286Nov 25, 2019Updated 6 years ago
- Ready-to-use code and tutorial notebooks to boost your way into few-shot learning for image classification.☆1,318Nov 13, 2024Updated last year
- Code release for Bi-Directional Ensemble Network for Few-Shot Fine-Grained Classification.☆13Jun 7, 2023Updated 3 years ago
- Few_shot learning for Object Detection☆10Dec 27, 2022Updated 3 years ago
- [AAAI 2022] Label Hallucination for Few-Shot Classification☆27Dec 29, 2022Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Meta Learning for Semi-Supervised Few-Shot Classification☆571Jun 26, 2019Updated 7 years ago
- The source codes for paper "Relative Position and Map Networks in Few-shot Learning for Image Classification"☆14Jul 12, 2020Updated 6 years ago
- Ensembles of CNNs for few-shot image classification☆54Jan 29, 2021Updated 5 years ago
- The original code for the paper "Benchmarks for Continual Few-Shot Learning".☆36Aug 18, 2020Updated 6 years ago
- Official repository for the paper TRIDENT: Transductive Decoupled Variational Inference for Few Shot Classification☆40Mar 25, 2023Updated 3 years ago
- Source codes for "Improved Few-Shot Visual Classification" (CVPR 2020), "Enhancing Few-Shot Image Classification with Unlabelled Examples…☆119Mar 25, 2023Updated 3 years ago
- ☆16Sep 14, 2023Updated 3 years ago
- Code release for Bi-Directional Feature Reconstruction Network for Fine-grained Few-shot Image Classification☆69Aug 5, 2023Updated 3 years ago
- MTUNet: Few-shot Image Classification with Visual Explanations (CVPRW 2021)☆33Sep 2, 2022Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Face Recognition using Face-net and Retina Face detection start of the art - Pytorch☆13Jun 25, 2020Updated 6 years ago
- Pytorch implementation of the Trans paper "Few-shot Learning for Domain-specific Fine-grained Image Classification"☆27Sep 14, 2021Updated 5 years ago
- Leaderboards for few-shot image classification on miniImageNet, tieredImageNet, FC100, and CIFAR-FS.☆391Nov 22, 2022Updated 3 years ago
- Conditional Domain Adaptation GANs in Pytorch☆10Dec 5, 2019Updated 6 years ago
- Code for "Matching feature sets for few-shot image classification"-CVPR'2022.☆44Mar 21, 2023Updated 3 years ago
- Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning, in ICCV 2021☆655Oct 10, 2021Updated 5 years ago
- The original code for the data providers and the datasets of the paper "Defining Benchmarks for Continual Few-Shot Learning".☆16Apr 15, 2020Updated 6 years ago
- ☆14Nov 22, 2022Updated 3 years ago
- The code repository for "Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions"☆436Jul 31, 2020Updated 6 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Code for 'Squeezing Backbone Feature Distributions to the Max for Efficient Few-Shot Learning'☆39Jul 23, 2026Updated 3 months ago
- Code for "Associative alignment for few-shot image classification"- ECCV'2020.☆20Nov 23, 2020Updated 5 years ago
- A PyTorch Toolbox for Cross-Domain Few-Shot Learning and Meta-Learning☆12Mar 14, 2024Updated 2 years ago
- TensorFlow and PyTorch implementation of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)☆785Jun 2, 2025Updated last year
- Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch☆1,079Apr 5, 2022Updated 4 years ago
- ☆11Jul 20, 2022Updated 4 years ago
- A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch☆2,058Jul 17, 2023Updated 3 years ago
- [CVPR 2020] DPGN: Distribution Propagation Graph Network for Few-shot Learning.☆178Jul 25, 2024Updated 2 years ago
- PyTorch implementation of "How to Train Your MAML to Excel in Few-Shot Classification"☆45Jun 29, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [TPAMI 2023] LibFewShot: A Comprehensive Library for Few-shot Learning.☆1,073Oct 27, 2025Updated last year
- Collection for Few-shot Learning☆990May 31, 2023Updated 3 years ago
- [ECCV ISIC Workshop 2022 (best paper)] FairDisCo: Fairer AI in Dermatology via Disentanglement Contrastive Learning (an official implemen…☆16Apr 20, 2023Updated 3 years ago
- FewShot Malware Classification based on API call sequences, also as code repo for "A Novel Few-Shot Malware Classification Approach for U…☆20Sep 18, 2021Updated 5 years ago
- Code for "Conditional Self-Supervised Learning for Few-Shot Classification" in IJCAI 2021.☆22Oct 31, 2022Updated 4 years ago
- [ICLR 2021] Concept Learners for Few-Shot Learning☆115Jun 6, 2023Updated 3 years ago
- Code for paper "DeepEMD: Few-Shot Image Classification with Differentiable Earth Mover's Distance and Structured Classifiers", CVPR2020☆607Nov 15, 2022Updated 3 years ago