Ready-to-use code and tutorial notebooks to boost your way into few-shot learning for image classification.
☆1,312Nov 13, 2024Updated last year
Alternatives and similar repositories for easy-few-shot-learning
Users that are interested in easy-few-shot-learning 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☆1,282Nov 25, 2019Updated 6 years ago
- Code for Master research internship report : https://arxiv.org/abs/1909.13579☆106Dec 8, 2022Updated 3 years ago
- [TPAMI 2023] LibFewShot: A Comprehensive Library for Few-shot Learning.☆1,071Oct 27, 2025Updated 8 months ago
- ☆11Nov 30, 2022Updated 3 years ago
- Code for the NeurIPS 2017 Paper "Prototypical Networks for Few-shot Learning"☆1,234Jan 28, 2021Updated 5 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.
- Generate text boxes from input words with a GAN.☆66Dec 3, 2022Updated 3 years ago
- FSL-Mate: A collection of resources for few-shot learning (FSL).☆1,763Apr 18, 2026Updated 3 months ago
- Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning, in ICCV 2021☆655Oct 10, 2021Updated 4 years ago
- [ICML 2023] A Closer Look at Few-shot Classification Again☆60Jun 5, 2023Updated 3 years ago
- A PyTorch implementation of a few shot, and meta-learning algorithms for image classification.☆89Jun 7, 2023Updated 3 years ago
- ☆39Dec 11, 2023Updated 2 years ago
- This repository is the official implementation Ensemble Augmented-Shot Y-shaped Learning: State-Of-The-Art Few-Shot Classification with S…☆116Jun 11, 2024Updated 2 years ago
- Collection for Few-shot Learning☆995May 31, 2023Updated 3 years ago
- Code for 'Squeezing Backbone Feature Distributions to the Max for Efficient Few-Shot Learning'☆39Apr 21, 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.
- Official repository for the paper TRIDENT: Transductive Decoupled Variational Inference for Few Shot Classification☆40Mar 25, 2023Updated 3 years ago
- source code to ICLR'19, 'A Closer Look at Few-shot Classification'☆1,159Dec 14, 2021Updated 4 years ago
- ☆72Jul 9, 2024Updated 2 years ago
- The code repository for "Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions"☆434Jul 31, 2020Updated 5 years ago
- A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch☆2,060Jul 17, 2023Updated 3 years ago
- Implementations of few-shot object detection benchmarks☆1,219Nov 21, 2023Updated 2 years ago
- OpenMMLab FewShot Learning Toolbox and Benchmark☆754Sep 5, 2023Updated 2 years ago
- Leaderboards for few-shot image classification on miniImageNet, tieredImageNet, FC100, and CIFAR-FS.☆391Nov 22, 2022Updated 3 years ago
- Dvc + Streamlit = ❤️☆40Oct 27, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Multiform Ensemble Self-Supervised Learning for Few-Shot Remote Sensing Scene Classification☆13Mar 10, 2023Updated 3 years ago
- ☆199Nov 8, 2024Updated last year
- Implementation of Open-Set Likelihood Maximization for Few-Shot Learning☆42Jul 5, 2023Updated 3 years ago
- Code release for Bi-Directional Feature Reconstruction Network for Fine-grained Few-shot Image Classification☆68Aug 5, 2023Updated 2 years ago
- Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch☆1,077Apr 5, 2022Updated 4 years ago
- ☆38Jul 20, 2020Updated 6 years ago
- This repository contains the code for the paper On Episodes, Prototypical Networks, and Few-shot Learning☆36Nov 30, 2021Updated 4 years ago
- Official implementation of the paper "Rethinking Generalization in Few-Shot Classification" [NeurIPS 2022]☆69Feb 28, 2023Updated 3 years ago
- The summary of code and paper for few-shot learning in fine-grained recognition☆84Jun 26, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Few-Shot Learning part)☆1,075Oct 22, 2019Updated 6 years ago
- The Pytorch code of "Joint Distribution Matters: Deep Brownian Distance Covariance for Few-Shot Classification", CVPR 2022 (Oral).☆185Mar 16, 2024Updated 2 years ago
- ☆61Mar 28, 2025Updated last year
- Some State-of-the-Art few shot learning algorithms in tensorflow 2☆214Oct 17, 2023Updated 2 years ago
- A Meta-Learning Approach for Few-Shot Anomaly Detection and One-Class Classification☆37Jan 12, 2022Updated 4 years ago
- [ICCV'21] Official PyTorch implementation of Relational Embedding for Few-Shot Classification☆121Dec 26, 2021Updated 4 years ago
- (CVPR 2021) Few-Shot Classification with Feature Map Reconstruction Networks☆136Jul 10, 2023Updated 3 years ago