GitHub topics: prototypical-networks
GoldnBoy7/vit-protonet
Lightweight PyTorch implementation of Prototypical Networks with ViT-Small/16 for few-shot learning. Achieve top results on CIFAR-FS and FC100. 🌟📊
Language: Jupyter Notebook - Size: 2.15 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

abdulvahapmutlu/vit-protonet
A lightweight PyTorch implementation of Prototypical Networks using a ViT-Small/16 backbone for few-shot classification on standard benchmarks (Mini-ImageNet, CUB-200, CIFAR-FS, FC100). Includes both production scripts for training & evaluation and Jupyter notebooks for interactive analysis.
Language: Jupyter Notebook - Size: 2.2 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

cwangrun/MGProto
[TPAMI 2025] Mixture of Gaussian-distributed Prototypes with Generative Modelling for Interpretable and Trustworthy Image Recognition
Language: Python - Size: 2.5 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 7 - Forks: 0

sudharsan13296/Hands-On-Meta-Learning-With-Python
Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow
Language: Jupyter Notebook - Size: 27.3 MB - Last synced at: 4 months ago - Pushed at: almost 4 years ago - Stars: 1,202 - Forks: 360

orobix/Prototypical-Networks-for-Few-shot-Learning-PyTorch
Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch
Language: Python - Size: 196 KB - Last synced at: 4 months ago - Pushed at: over 3 years ago - Stars: 1,023 - Forks: 215

mohammadmozafari/advanced-machine-learning
This repo contains the implementation of some new papers on some advanced topics of machine learning e.g. meta-learning, reinforcement-learning, meta-reinforcement-learning, continual-learning and etc.
Language: Jupyter Notebook - Size: 4.89 MB - Last synced at: 5 months ago - Pushed at: almost 3 years ago - Stars: 51 - Forks: 6

giovcandido/prototypical-networks
Prototypical Networks for the task of few-shot image classification on Omniglot and mini-ImageNet.
Language: Python - Size: 1.71 MB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 10 - Forks: 4

Hsankesara/Prototypical-Networks
A novel method for few shot learning
Language: Jupyter Notebook - Size: 917 KB - Last synced at: 5 months ago - Pushed at: almost 6 years ago - Stars: 52 - Forks: 12

schatty/prototypical-networks-tf
Implementation of Prototypical Networks for Few-shot Learning in TensorFlow 2.0
Language: Python - Size: 906 KB - Last synced at: 4 months ago - Pushed at: almost 2 years ago - Stars: 53 - Forks: 18

jsalbert/prototypical-networks
Code containing implementation of prototypical networks paper with a few tweaks
Language: Python - Size: 198 KB - Last synced at: 3 months ago - Pushed at: over 6 years ago - Stars: 8 - Forks: 5

ArchitParnami/Few-Shot-KWS
Few-Shot Keyword Spotting
Language: Jupyter Notebook - Size: 2.24 MB - Last synced at: 5 months ago - Pushed at: over 4 years ago - Stars: 63 - Forks: 16

mhw32/prototransformer-public
PyTorch implementation for "ProtoTransformer: A Meta-Learning Approach to Providing Student Feedback" (https://arxiv.org/abs/2107.14035).
Language: Python - Size: 47.9 KB - Last synced at: 2 months ago - Pushed at: almost 3 years ago - Stars: 16 - Forks: 5

Jityan/efficientprotonet
The code for "Efficient-PrototypicalNet with self knowledge distillation for few-shot learning"
Language: Python - Size: 38.1 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 1

johnjaejunlee95/meta-learning-torchmeta
Implementation of Meta Learning Methods via Torchmeta framework
Language: Python - Size: 19.5 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

ajithksenthil/PrototypeRankNet
Prototypical Network implementation for prototype classes that allow you to make a ranking for a concept
Language: Python - Size: 22.5 KB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 1

nerdimite/prototypical_networks
Prototypical Networks on Omniglot Dataset for Few-Shot Classification
Language: Jupyter Notebook - Size: 463 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 2

0M1J/TinyData-Classification
Image classification with very few data sample (n=25 per class)
Language: Jupyter Notebook - Size: 1.35 MB - Last synced at: 7 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

hooman007/ProtoASNet
Official repository for the paper "ProtoASNet: Dynamic Prototypes for Inherently Interpretable and Uncertainty-Aware Aortic Stenosis Classification in Echocardiography" in MICCAI 2023 Conference
Language: Python - Size: 71.3 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 1

Xiaohan-Chen/few-shot-fault-diagnosis
A few shot learning repository for bearing fault diagnosis.
Language: Python - Size: 27.9 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 7 - Forks: 0

SuryaThiru/ProtoIE
Prototypical Networks for Information Extraction in Visual Documents. Weights can be found at https://drive.google.com/file/d/1Zrp7QaZIf0H_FFRx_LhB0uZTqDUSis2H/view?usp=sharing.
Language: Jupyter Notebook - Size: 2.62 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

Kunal-Attri/Few-Shot-Classification-GUI-based-Training
GUI based tool to train and develop Few Shot Classification ML model.
Language: Python - Size: 5.76 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

archmaester/proto2proto
Official code of the CVPR 2022 paper "Proto2Proto: Can you recognize the car, the way I do?"
Language: Python - Size: 1.25 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 16 - Forks: 1

DebabrataPal7/SPN
Official Implementation of "SPN: Stable Prototypical Network for Few-Shot Learning-Based Hyperspectral Image Classification" (GRSL22)
Language: Jupyter Notebook - Size: 233 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 2

daisukelab/protonet-fine-grained-clf Fork of oscarknagg/few-shot
(Using) Prototypical Networks as a Fine Grained Classifier
Language: Jupyter Notebook - Size: 17 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 34 - Forks: 7

carlossantosgarcia/few-shot-classification
We explore different techniques to perform few-shot-classification of fashion images.
Language: Jupyter Notebook - Size: 6.04 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 1

HarshvirSandhu/GUI-Based-Training
A streamlit web app that allows you to train Few Shot image classification models
Language: Python - Size: 46.9 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

materight/understandable-ProtoPNet
A study on the interpretability of the concepts learned by Prototypical Part Networks (ProtoPNets) on the CUB200-2011 and CelebAMask datasets.
Language: Python - Size: 1.65 MB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

Deepest-Project/meta-learning-study
Deepest Season 6 Meta-Learning study papers plus alpha
Size: 33.2 KB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 23 - Forks: 2
