mini-imagenet

There are 13 repositories under mini-imagenet topic.

  • meta-transfer-learning

    yaoyao-liu/meta-transfer-learning

    TensorFlow and PyTorch implementation of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)

    Language:Python7362261149

  • yaoyao-liu/mini-imagenet-tools

    Tools for generating mini-ImageNet dataset and processing batches

    Language:Python4227957

  • yaoyao-liu/few-shot-classification-leaderboard

    Leaderboards for few-shot image classification on miniImageNet, tieredImageNet, FC100, and CIFAR-FS.

    Language:HTML38415774

  • bl0/negative-margin.few-shot

    PyTorch implementation of “Negative Margin Matters: Understanding Margin in Few-shot Classification”

    Language:Python145101417

  • peymanbateni/simple-cnaps

    Source codes for "Improved Few-Shot Visual Classification" (CVPR 2020), "Enhancing Few-Shot Image Classification with Unlabelled Examples" (WACV 2022), and "Beyond Simple Meta-Learning: Multi-Purpose Models for Multi-Domain, Active and Continual Few-Shot Learning" (SSRN Electronic Journal)

    Language:Python1139524

  • hushell/sib_meta_learn

    Code of Empirical Bayes Transductive Meta-Learning with Synthetic Gradients

    Language:Python58938

  • plai-group/simple-cnaps

    Source codes for "Improved Few-Shot Visual Classification" (CVPR 2020), "Enhancing Few-Shot Image Classification with Unlabelled Examples" (WACV 2022), and "Beyond Simple Meta-Learning: Multi-Purpose Models for Multi-Domain, Active and Continual Few-Shot Learning" (Neural Networks 2022 - in submission)

    Language:Python528115

  • rahulvigneswaran/TailCalibX

    Pytorch implementation of Feature Generation for Long-Tail Classification by Rahul Vigneswaran, Marc T Law, Vineeth N Balasubramaniam and Makarand Tapaswi

    Language:Jupyter Notebook384144

  • tiger2017/MLclf

    mini-imagenet and tiny-imagent dataset transformation for traditional classification task and also for the format for few-shot learning / meta-learning tasks

    Language:Python26124

  • lehduong/poodle

    Official implementation of POODLE: Improving Few-shot Learning via Penalizing Out-of-Distribution Samples (NeurIPS 2021)

    Language:Python15111

  • giovcandido/prototypical-networks

    Prototypical Networks for the task of few-shot image classification on Omniglot and mini-ImageNet.

    Language:Python8164

  • nirmal-25/Few-Shot-Classification-Meta

    Non-Euclidean implementations for few-shot image classification on the mini-ImageNet dataset

    Language:Python0100

  • pha123661/Self-Supervised-Pretraining-for-Image-Classification

    Self-supervised backbone pretraining on Mini-Imagenet

    Language:Python11