sicara / easy-few-shot-learningLinks
Ready-to-use code and tutorial notebooks to boost your way into few-shot learning for image classification.
☆1,295Updated 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:
- Repository for few-shot learning machine learning projects☆1,279Updated 6 years ago
- [TPAMI 2023] LibFewShot: A Comprehensive Library for Few-shot Learning.☆1,058Updated 3 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"☆1,217Updated 5 years ago
- ☆200Updated last year
- A PyTorch Library for Meta-learning Research☆2,878Updated last month
- Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning, in ICCV 2021☆651Updated 4 years ago
- A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recog…☆1,199Updated last year
- Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch☆1,061Updated 3 years ago
- TensorFlow and PyTorch implementation of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)☆783Updated 8 months ago
- Implementations of few-shot object detection benchmarks☆1,190Updated 2 years ago
- A Unified Semi-Supervised Learning Codebase (NeurIPS'22)☆1,559Updated 3 weeks ago
- A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.☆1,413Updated 2 years ago
- source code to ICLR'19, 'A Closer Look at Few-shot Classification'☆1,158Updated 4 years ago
- Very simple pytorch maml implement☆129Updated 2 years ago
- A PyTorch implementation of a few shot, and meta-learning algorithms for image classification.☆88Updated 2 years ago
- A PyTorch-based library for semi-supervised learning (NeurIPS'21)☆1,365Updated 2 years ago
- SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]☆1,457Updated 2 years ago
- Benchmarking Generalized Out-of-Distribution Detection☆1,034Updated 2 months 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
- A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch☆2,052Updated 2 years ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations☆2,483Updated last year
- Collection for Few-shot Learning☆996Updated 2 years ago
- ☆71Updated last year
- Leaderboards for few-shot image classification on miniImageNet, tieredImageNet, FC100, and CIFAR-FS.☆391Updated 3 years ago
- 论文复现:Prototypical Networks for Few-shot Learning☆49Updated 4 years ago
- PyCIL: A Python Toolbox for Class-Incremental Learning☆1,054Updated last week
- OpenMMLab FewShot Learning Toolbox and Benchmark☆752Updated 2 years ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.☆816Updated last year
- The code repository for "Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions"☆433Updated 5 years ago