few-shot-recognition

There are 2 repositories under few-shot-recognition topic.

easy-few-shot-learning
sicara / easy-few-shot-learning
Ready-to-use code and tutorial notebooks to boost your way into few-shot learning for image classification.
deep-learning few-shot-classifcation few-shot-learning few-shot-recognition image-classification machine-learning meta-learning pytorch
Language:Python 1172
kjunelee / MetaOptNet
Meta-Learning with Differentiable Convex Optimization (CVPR 2019 Oral)
meta-learning few-shot convex-optimization few-shot-learning image-classification few-shot-recognition cvpr2019 metalearning
Language:Python 542
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)
conditional-neural-process deep-learning few-shot-classifcation few-shot-learning few-shot-recognition meta-dataset meta-learning metric-learning mini-imagenet tiered-imagenet
Language:Python 117
Anirudh257 / strm
[CVPR 2022] Official Pytorch Implementation for "Spatio-temporal Relation Modeling for Few-shot Action Recognition". SOTA Results for Few-shot Action Recognition
few-shot few-shot-learning few-shot-recognition cvpr2022 cvpr action-recognition spatio-temporal
Language:Python 99
ArchitParnami / Few-Shot-KWS
Few-Shot Keyword Spotting
keyword-spotting few-shot-recognition speech-recognition audio prototypical-networks
Language:Jupyter Notebook 66
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)
deep-learning metric-learning meta-learning few-shot-learning few-shot-recognition mini-imagenet tiered-imagenet meta-dataset conditional-neural-process few-shot-classifcation
Language:Python 58
Bryce1010 / Awesome-Few-shot
Awesome Few-shot learning
few-shot-learning few-shot-recognition meta-learning metric-learning few-shot-object-detection few-shot-segmentation
55
CSer-Tang-hao / AGPF-FSFG
[PR 2022, Highly Cited Paper] Learning Attention-Guided Pyramidal Features for Few-shot Fine-grained Recognition
fine-grained few-shot-recognition
Language:Python 17
MCG-NJU / VLG
[IJCV] VLG: General Video Recognition with Web Textual Knowledge (https://arxiv.org/abs/2212.01638)
action-recognition few-shot-recognition long-tailed-recognition open-set-recognition video-language
Language:Python 10
zhangzongliang / pmf
Implementation of the procedural model fitting method described in our paper: Robust procedural model fitting with a new geometric similarity estimator.
complex-model-fitting inverse-procedural-modeling probabilistic-program-induction geometric-model-reconstruction few-shot-recognition imperfect-point-set
Language:MATLAB 10
edu-rinaldi / Iris-Recognition
C++ Iris recognition system, using CNN based feature extractors
recognition iris few-shot-recognition siamese-network
Language:Jupyter Notebook 9
CSer-Tang-hao / CPSN-OSFG
[IEEE ICIP (2021)] Coupled Patch Similarity Network For One-Shot Fine-Grained Image Recognition
few-shot-recognition fine-grained
Language:Python 5
HumanSignal / smartfew
SmartFew is your swiss knife for semi-supervised structuring of unlabeled data using Few Shot Learning.
few-shot-learning few-shot-recognition few-shot zero-shot-learning zero-shot-learing zero-shot meta-learning one-shot-learning one-shot-segmentation machine-learning
Language:Python 3
RGU-Computing / personalised-meta-learning
Learning to learn for Personalised Human Activity Recognition
meta-learning machine-learning personalisation personalised-meta-learning few-shot-learning few-shot-recognition human-activity-recognition exercise-recognition
Language:Python 3
mynameisvinn / ml-papers
a deep dive into one-shot learning with omniglot and siamese networks
omniglot few-shot-learning few-shot-recognition
Language:Jupyter Notebook 1
franticpie / simple-cnaps
Code for "Improved Few-Shot Visual Classification"
few-shot-learning few-shot-classifcation few-shot-recognition meta-learning
Language:Python 0
RubenPants / few-shot-face-classification
Library to recognise and classify faces.
few-shot-recognition few-shot-classifcation face-recognition face-detection
Language:Python

few-shot-recognition

sicara / easy-few-shot-learning

kjunelee / MetaOptNet

peymanbateni / simple-cnaps

Anirudh257 / strm

ArchitParnami / Few-Shot-KWS

plai-group / simple-cnaps

Bryce1010 / Awesome-Few-shot

CSer-Tang-hao / AGPF-FSFG

MCG-NJU / VLG

zhangzongliang / pmf

edu-rinaldi / Iris-Recognition

CSer-Tang-hao / CPSN-OSFG

HumanSignal / smartfew

RGU-Computing / personalised-meta-learning

mynameisvinn / ml-papers

franticpie / simple-cnaps

RubenPants / few-shot-face-classification