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Top 3 few-shot-classifcation open source projects

renet

[ICCV'21] Official PyTorch implementation of Relational Embedding for Few-Shot Classification

✭ 72

python shell computer-vision deep-learning pytorch neural-networks few-shot-learning few-shot-classifcation iccv2021

pytorch-meta-dataset

A non-official 100% PyTorch implementation of META-DATASET benchmark for few-shot classification

✭ 39

python Makefile pytorch few-shot-learning meta-dataset few-shot-classifcation tfrecorddataset

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)

✭ 88

python Jupyter Notebook shell deep-learning metric-learning meta-learning few-shot-learning few-shot-recognition mini-imagenet tiered-imagenet meta-dataset conditional-neural-process few-shot-classifcation

1-3 of 3 few-shot-classifcation projects