sicara / easy-few-shot-learningLinks
Ready-to-use code and tutorial notebooks to boost your way into few-shot learning for image classification.
☆1,283Updated 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
Sorting:
- [TPAMI 2023] LibFewShot: A Comprehensive Library for Few-shot Learning.☆1,051Updated last month
- Repository for few-shot learning machine learning projects☆1,276Updated 6 years ago
- A PyTorch Library for Meta-learning Research☆2,869Updated last week
- Implementations of few-shot object detection benchmarks☆1,185Updated 2 years ago
- A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recog…☆1,187Updated last year
- ☆199Updated last year
- A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch☆2,051Updated 2 years ago
- Pytorch implementation of prototypical networks in few shot learning☆16Updated 2 years ago
- FSL-Mate: A collection of resources for few-shot learning (FSL).☆1,764Updated 2 months ago
- An implementation of "Prototypical Networks for Few-shot Learning" on a notebook in Pytorch☆58Updated 5 years ago
- Code for the NeurIPS 2017 Paper "Prototypical Networks for Few-shot Learning"☆1,211Updated 4 years ago
- Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning, in ICCV 2021☆652Updated 4 years ago
- A PyTorch implementation of a few shot, and meta-learning algorithms for image classification.☆87Updated 2 years ago
- This repository is the official implementation Ensemble Augmented-Shot Y-shaped Learning: State-Of-The-Art Few-Shot Classification with S…☆117Updated last year
- PyCIL: A Python Toolbox for Class-Incremental Learning☆1,037Updated 4 months ago
- source code to ICLR'19, 'A Closer Look at Few-shot Classification'☆1,153Updated 4 years ago
- ☆70Updated last year
- OpenMMLab FewShot Learning Toolbox and Benchmark☆748Updated 2 years ago
- A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.☆1,400Updated 2 years ago
- Benchmarking Generalized Out-of-Distribution Detection☆1,017Updated 3 weeks ago
- Collection for Few-shot Learning☆994Updated 2 years ago
- Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.☆555Updated 2 years ago
- Very simple pytorch maml implement☆129Updated last year
- Leaderboards for few-shot image classification on miniImageNet, tieredImageNet, FC100, and CIFAR-FS.☆390Updated 3 years ago
- SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]☆1,453Updated 2 years ago
- solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning☆1,537Updated 2 weeks ago
- Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)☆2,469Updated 6 years ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.☆813Updated last year
- PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)☆3,400Updated last year
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations☆2,470Updated last year