GitHub topics: one-shot-learning

Repositories

lif31up/model-agnostic-meta-learning

MAML for few-shot image classification

Language: Python - Size: 14.6 MB - Last synced at: about 24 hours ago - Pushed at: 1 day ago - Stars: 3 - Forks: 0

SuperBruceJia/EEG-DL

A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.

Language: Python - Size: 672 KB - Last synced at: 7 days ago - Pushed at: about 2 months ago - Stars: 1,071 - Forks: 234

sudharsan13296/Awesome-Meta-Learning

A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources.

Size: 105 KB - Last synced at: 13 days ago - Pushed at: almost 5 years ago - Stars: 1,546 - Forks: 298

Ant-Brain/EfficientWord-Net

OneShot Learning-based hotword detection.

Language: Jupyter Notebook - Size: 143 MB - Last synced at: about 22 hours ago - Pushed at: 12 months ago - Stars: 282 - Forks: 48

tata1661/FSL-Mate

FSL-Mate: A collection of resources for few-shot learning (FSL).

Language: Python - Size: 9.03 MB - Last synced at: 9 days ago - Pushed at: about 2 months ago - Stars: 1,750 - Forks: 293

zhao-chunyu/MetaDriver

[Under Review] MetaDriver: Driver Saliency Prediction in Unseen Accident Scenarios via One-Shot Meta-Learning

Language: Python - Size: 129 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 2 - Forks: 0

antoinehabis/Deep-ContourFlow

Unsupervised, one-shot, instance-based active contour using deep learning features in python.

Language: Python - Size: 208 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 16 - Forks: 2

shirozenfeld/siamese-face-recognition

This project implements a one-shot facial recognition system using Siamese Neural Networks, trained and evaluated on the LFW-a (Labeled Faces in the Wild - aligned) dataset. The network is inspired by Koch et al.'s 2015 paper and is designed to verify whether 2 facial images depict the same person, even when only 1 example per identity is available

Language: Jupyter Notebook - Size: 1.67 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

RobinKa/MetaVAE

Meta-learning by applying MAML to an inner variational auto-encoder to automatically learn generative models with few examples

Language: Python - Size: 72.3 KB - Last synced at: 7 days ago - Pushed at: over 6 years ago - Stars: 11 - Forks: 0

fangpin/siamese-pytorch

Implementation of Siamese Networks for image one-shot learning by PyTorch, train and test model on dataset Omniglot

Language: Python - Size: 59.6 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 293 - Forks: 62

BoyuanJiang/matching-networks-pytorch

Matching Networks for one shot learning

Language: Python - Size: 5.93 MB - Last synced at: about 1 month ago - Pushed at: almost 8 years ago - Stars: 233 - Forks: 68

tata1661/PAR-NeurIPS21

Codes for "Property-Aware Relation Networks for Few-shot Molecular Property Prediction (NeurIPS 2021)".

Language: Python - Size: 23.5 MB - Last synced at: 21 days ago - Pushed at: over 3 years ago - Stars: 49 - Forks: 9

lif31up/prototypical-network

prototypical network for few-shot image classification

Language: Python - Size: 97.7 KB - Last synced at: about 1 month ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

ohyeasabhi/signature-recognizer

Este projeto desenvolve um sistema para verificar a similaridade de assinaturas usando redes neurais. Ele utiliza o Triplet Loss para criar embeddings, focando na avaliação biométrica com o dataset CEDAR. 🖊️🌐

Language: Jupyter Notebook - Size: 26.4 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

Heldenkombinat/Logodetect

Find logos in images and videos in just one-shot. Never be embarrassed again to say that you have a small data situation!

Language: Jupyter Notebook - Size: 19.1 MB - Last synced at: 1 day ago - Pushed at: over 1 year ago - Stars: 67 - Forks: 10

HuangJunh/EMixConv

Automated design of neural networks with multi-scale convolutions via multi-path weight sampling

Language: Python - Size: 33.3 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 4 - Forks: 0

yaoyao-liu/mini-imagenet-tools

Tools for generating mini-ImageNet dataset and processing batches

Language: Python - Size: 562 KB - Last synced at: 3 months ago - Pushed at: almost 5 years ago - Stars: 448 - Forks: 60

ABD-01/Siamese-NN

One shot and few shot deep learning

Language: Jupyter Notebook - Size: 178 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 0

snowkylin/ntm

TensorFlow implementation of Neural Turing Machines (NTM), with its application on one-shot learning (MANN)

Language: Python - Size: 1.46 MB - Last synced at: 16 days ago - Pushed at: over 5 years ago - Stars: 184 - Forks: 65

Tasneem-Selim-Researcher/learnvision-computer-vision-projects

# LearnVision: Computer Vision Projects A curated collection of 9 real-world computer vision projects. This open-source repository is built to empower learners, assist researchers, and demonstrate applied vision techniques across healthcare, sustainability, human-centered AI, and biometrics.

Language: Jupyter Notebook - Size: 7.42 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - 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

bethgelab/siamese-mask-rcnn

Siamese Mask R-CNN model for one-shot instance segmentation

Language: Jupyter Notebook - Size: 84.8 MB - Last synced at: 4 months ago - Pushed at: over 5 years ago - Stars: 348 - Forks: 60

ilia10000/LO-Shot

Papers and code related to 'Less Than One'-Shot (LO-Shot) Learning

Language: Jupyter Notebook - Size: 14.6 MB - Last synced at: 4 months ago - Pushed at: about 1 year ago - Stars: 86 - Forks: 13

una-gal/small-data-visual-search-app

A workshop on how to prototype and expose a visual search DL model based on Siamese Mask R-CNN for PyDataFest Amsterdam 2020

Language: Jupyter Notebook - Size: 53.1 MB - Last synced at: 4 months ago - Pushed at: 5 months ago - Stars: 7 - Forks: 1

adityajn105/Face-Recognition-Siamese-Network

A Face Recognition Siamese Network implemented using Keras. Siamese Network is used for one shot learning which do not require extensive training samples for image recognition.

Language: Jupyter Notebook - Size: 4.26 MB - Last synced at: 3 months ago - Pushed at: almost 5 years ago - Stars: 40 - Forks: 19

johnnyasd12/awesome-few-shot-meta-learning

awesome few shot / meta learning papers

Size: 223 KB - Last synced at: 4 days ago - Pushed at: over 4 years ago - Stars: 53 - Forks: 5

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

IGITUGraz/MemoryDependentComputation

Code for Limbacher, T., Özdenizci, O., & Legenstein, R. (2022). Memory-enriched computation and learning in spiking neural networks through Hebbian plasticity. arXiv preprint arXiv:2205.11276.

Language: Python - Size: 3.63 MB - Last synced at: 5 months ago - Pushed at: over 2 years ago - Stars: 7 - Forks: 3

abdulfatir/prototypical-networks-tensorflow

Tensorflow implementation of NIPS 2017 Paper "Prototypical Networks for Few-shot Learning"

Language: Jupyter Notebook - Size: 191 KB - Last synced at: about 1 month ago - Pushed at: over 7 years ago - Stars: 134 - Forks: 45

floodsung/Meta-Learning-Papers

Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning

Size: 9.77 KB - Last synced at: 6 months ago - Pushed at: almost 7 years ago - Stars: 2,625 - Forks: 474

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

activatedgeek/Matching-Networks

Matching Networks for One-Shot Learning in PyTorch

Language: Python - Size: 3.91 KB - Last synced at: 5 months ago - Pushed at: almost 8 years ago - Stars: 8 - Forks: 2

RuvenGuna94/Dialogue-Summary-Use-Case

GEN AI use case: dialogue summary. This notebook is extracted from the course Generative AI with Large Language Models. It is used to understand how input text can affect model performance.

Language: Jupyter Notebook - Size: 84 KB - Last synced at: 5 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

AdityaDutt/Bird-Song-Classification

Classify bird species based on their songs using SIamese Networks and 1D dilated convolutions.

Language: Python - Size: 2.83 MB - Last synced at: 5 months ago - Pushed at: about 4 years ago - Stars: 17 - Forks: 8

soumik12345/Nearest-Celebrity-Face

Tensorflow Implementation of FaceNet: A Unified Embedding for Face Recognition and Clustering to find the celebrity whose face matches the closest to yours.

Language: Jupyter Notebook - Size: 25.6 MB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 31 - Forks: 7

BayesWatch/deep-kernel-transfer

Official pytorch implementation of the paper "Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels" (NeurIPS 2020)

Language: Python - Size: 641 KB - Last synced at: 4 months ago - Pushed at: over 3 years ago - Stars: 202 - Forks: 30

michaelisc/cluttered-omniglot

Cluttered Omniglot dataset and models

Language: Python - Size: 54.8 MB - Last synced at: 4 months ago - Pushed at: over 6 years ago - Stars: 47 - Forks: 11

howardyclo/ImageNet2COCO

A demo for mapping class labels from ImageNet to COCO.

Language: Jupyter Notebook - Size: 33.2 KB - Last synced at: 4 months ago - Pushed at: over 6 years ago - Stars: 11 - Forks: 2

AmitKumar7138/IriSecure-ID

IriSecure-ID is a biometric system that identifies individuals through their iris patterns using AI techniques like Siamese networks. It offers high security and accuracy, ideal for user verification in sensitive environments.

Language: Jupyter Notebook - Size: 14.2 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

HumanSignal/smartfew 📦

SmartFew is your swiss knife for semi-supervised structuring of unlabeled data using Few Shot Learning.

Language: Python - Size: 1.88 MB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 4

NaiboWang/Data-Free-Ensemble-Selection-For-One-Shot-Federated-Learning

Data-Free Ensemble Selection For One-Shot Federated Learning

Language: Jupyter Notebook - Size: 10.3 MB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 8 - Forks: 4

few-shot-learning/Keras-FewShotLearning

Some State-of-the-Art few shot learning algorithms in tensorflow 2

Language: Python - Size: 2.1 MB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 213 - Forks: 42

Eduardo-RP/MeL_Unsupervised_Tasks

Task Generation Scheme for the Meta-Unsupervised Algorithm

Size: 18.6 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

eveningdong/DAOSL

Implementation of Domain Adaption in One-Shot Learning

Language: Python - Size: 13.9 MB - Last synced at: 4 days ago - Pushed at: over 6 years ago - Stars: 15 - Forks: 5

RPL-CS-UCL/UCL-AffCorrs

Given one example of an annotated part, this model finds its semantic correspondences in a target image. Thus you get - one-shot semantic part correspondence!

Language: Python - Size: 2.64 MB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 19 - Forks: 2

foo290/Face-verification-using-One-shot-learning

Implementing one-shot learning using FaceNet

Language: Jupyter Notebook - Size: 778 KB - Last synced at: 3 months ago - Pushed at: about 5 years ago - Stars: 7 - Forks: 0

valerija-h/os_tog

Code for RA-L paper "One-shot Learning for Task-oriented Grasping"

Language: Python - Size: 6.42 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

msindev/Facial-Recognition-Using-FaceNet-Siamese-One-Shot-Learning

Implementation of Facial Recognition System Using Facenet based on One Shot Learning Using Siamese Networks

Language: Python - Size: 102 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 131 - Forks: 54

purrvaja/Text-Summarization-with-FLAN-T5

Demonstration of LLM techniques such as prompt engineering, full finetuning, PEFT (LoRA) etc.

Language: Jupyter Notebook - Size: 36.1 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

victor-iyi/few-shot-learning

One-shot Learning: Learning from fewer dataset with a single or few training examples. Exploration of method and techniques for state-of-the-art results

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hmishra2250/NTM-One-Shot-TF

One Shot Learning using Memory-Augmented Neural Networks (MANN) based on Neural Turing Machine architecture in Tensorflow

Language: Python - Size: 42 KB - Last synced at: about 1 year ago - Pushed at: about 7 years ago - Stars: 244 - Forks: 68

czczup/SiameseCCR

[IET IP] A Novel Method for One-shot and Few-shot Chinese CAPTCHA Recognition using Deep Siamese Network

Language: Jupyter Notebook - Size: 48.1 MB - Last synced at: 5 months ago - Pushed at: almost 3 years ago - Stars: 6 - Forks: 1

sonnguyen129/siamese-oneshot

Tensorflow re-implementation of paper Siamese Neural Networks for One-shot Image Recognition

Language: Jupyter Notebook - Size: 99.6 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 0

avilash/pytorch-siamese-triplet

One-Shot Learning with Triplet CNNs in Pytorch

Language: Python - Size: 74.2 KB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 86 - Forks: 20

bhachauk/reality_of_one_shot_learning

One shot learning analysis for face recognition

Language: Jupyter Notebook - Size: 13.6 MB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 0

tensorfreitas/Siamese-Networks-for-One-Shot-Learning 📦

Implementation of Siamese Neural Networks for One-shot Image Recognition

Language: Python - Size: 8.83 MB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 556 - Forks: 177

timy90022/One-Shot-Object-Detection

Implementation of One-Shot Object Detection with Co-Attention and Co-Excitation in Pytorch

Language: Python - Size: 2.24 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 405 - Forks: 81

qinnzou/Zero-Shot-Hashing

Transductive Zero-Shot Hashing For Multi-Label Image Retrieval

Language: Python - Size: 5.59 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 14 - Forks: 1

hlamba28/One-Shot-Learning-with-Siamese-Networks

Implementation of One Shot Learning using Convolutional Siamese Networks on Omniglot Dataset

Language: Jupyter Notebook - Size: 76.2 KB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 133 - Forks: 111

notarealdeveloper/think

A machine-learnable version of the python object system, with support for one-shot learning.

Language: Python - Size: 16.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

harry-kav/LittleAdversary

LittleAdversary is an adversarial machine learning library made to aid research into adversarial attacks and defences, with a primary focus on one-shot defences. It contains an end-to-end implementation of the proposed defence in 'Siamese Neural Networks for Adversarial Robustness ', complete with statistical analysis of the results.

Language: Jupyter Notebook - Size: 525 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

BJEnrik/proactive_quality_control

Predicting component failure in manufacturing using anomaly detection and explainable AI. For partial fulfillment of the Machine Learning 3 course in AIM MSDS 2023

Language: Jupyter Notebook - Size: 54.7 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

mouniraziz/MsKPRN

The source code for Multi-Scale Kronecker-Product Relation Networks for Few-Shot Learning

Language: Python - Size: 1.86 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 0

Holstrup/ObjectRecognition

ObjectRecognition: One-Shot object recognition thesis project by Alexander Holstrup and Cristian Botezatu

Language: Python - Size: 197 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 4 - Forks: 0

KyujinHan/Tune-A-VideKO

한국어 기반 One-shot video tuning with Stable Diffusion

Language: Jupyter Notebook - Size: 74.3 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

dzorlu/humpback_whales

humpback_whales

Language: Jupyter Notebook - Size: 14.1 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0

utsav-195/fingerprint-recognition-using-siamese-network-with-retraining

Created a fingerprint recognition system using siamese network via On-Shot Learning. It has a similar use case as that of a face-recognition system. This project also contains steps to retrain the model when new data is added.

Language: Jupyter Notebook - Size: 386 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 8 - Forks: 3

chelvanai/Oneshot-Face-Identify

This project is designed for one shot face identify people in video

Language: Python - Size: 3.56 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0

hlamba28/Offline-Signature-Verification-using-Siamese-Network

Identifying forged signatures using convolutional siamese networks implemented in Keras

Language: Jupyter Notebook - Size: 470 KB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 44 - Forks: 28

patelvivekdev/JARVIS

A virtual assistant which operates on voice command.

Language: Python - Size: 9.97 MB - Last synced at: 5 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

nevoit/Siamese-Neural-Networks-for-One-shot-Image-Recognition

One-shot Siamese Neural Network, using TensorFlow 2.0, based on the work presented by Gregory Koch, Richard Zemel, and Ruslan Salakhutdinov. we used the “Labeled Faces in the Wild” dataset with over 5,700 different people. Some people have a single image, while others have dozens.

Language: Jupyter Notebook - Size: 1.24 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 25 - Forks: 5

ya0002/Colab-Siamese_Neural_Nets_for_One-shot_Image_Recognition

A ready to go implementation of the "Siamese Neural Networks for One-shot Image Recognition" paper in PyTorch on Google Colab with training and testing on the Omniglot/custom datasets.

Language: Jupyter Notebook - Size: 657 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 9 - Forks: 4

Chirag-Shilwant/One-Shot-Classification-using-Siamese-Network-on-MNIST-Dataset

A Siamese Neural Network is a class of neural network architectures that contain two or more identical subnetworks. ‘identical’ here means, they have the same configuration with the same parameters and weights.

Language: Jupyter Notebook - Size: 111 KB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 8 - Forks: 4

adipandas/one-shot-steel-surfaces

One-Shot Recognition of Manufacturing Defects in Steel Surfaces

Language: Jupyter Notebook - Size: 53.4 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 31 - Forks: 10

leorrose/BGU-Deep-Learning-Course

Ben Gurion University "Deep Learning (372.2.6101)" course assignments & solutions

Language: Jupyter Notebook - Size: 26.5 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

raphaelmemmesheimer/sl-dml

Signal Level Deep Metric Learning for One-Shot Action Recognition

Language: Python - Size: 648 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 20 - Forks: 1

rsakib15/One-Shot-Learning

Language: Jupyter Notebook - Size: 607 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0

AyanKumarBhunia/Deep-One-Shot-Logo-Retrieval

A Deep One-Shot Network for Query-based Logo Retrieval [Pattern Recognition 2019, Elsevier]

Language: Python - Size: 3.95 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 59 - Forks: 20

kubershahi/ashoka-secureml

Secure ML (Trash Bucket Problem, One-shot Learning, and Subpopulation Attack): Repo for ISM at Ashoka

Language: Jupyter Notebook - Size: 381 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 1

shaharazulay/deep-segmentation-prior

Unsupervised Image Segmentation With Deep Segmentation Prior

Language: Jupyter Notebook - Size: 18.9 MB - Last synced at: 5 days ago - Pushed at: almost 6 years ago - Stars: 3 - Forks: 0

Speaker-Identification/You-Only-Speak-Once

Deep Learning - one shot learning for speaker recognition using Filter Banks

Language: Jupyter Notebook - Size: 13 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 92 - Forks: 30

astra-vision/ManiFest

Few-shot image translation method working on unstructured environments. ECCV 2022

Language: Python - Size: 232 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 44 - Forks: 3

UTMIST/oneshot-rs 📦

A Rust implementation of Siamese Neural Networks for One-shot Image Recognition for benchmarking performance and results.

Language: Rust - Size: 737 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0

Related Keywords

one-shot-learning 137 deep-learning 44 few-shot-learning 38 siamese-network 35 tensorflow 28 machine-learning 26 keras 18 pytorch 17 face-recognition 16 siamese-neural-network 15 omniglot 14 meta-learning 13 python 12 convolutional-neural-networks 11 zero-shot-learning 10 computer-vision 9 transfer-learning 8 cnn 8 neural-network 6 few-shot 6 keras-tensorflow 6 object-detection 6 triplet-loss 6 face-verification 6 image-classification 6 image-processing 5 artificial-intelligence 5 facenet 5 one-shot 5 classification 5 one-shot-segmentation 4 deep-neural-networks 4 reinforcement-learning 4 django 3 ml 3 convolutional-neural-network 3 python3 3 paper 3 face-detection 3 image-segmentation 3 drug-discovery 3 machine-learning-algorithms 3 image-recognition 3 lstm 3 shot-learning 3 prototypical-networks 3 generative-model 3 metric-learning 3 metalearning 3 miniimagenet 3 audio 3 spiking-neural-networks 2 learning-to-learn 2 flan-t5 2 neural-networks 2 tensorflow2 2 one-shot-instance-segmentation 2 instance-segmentation 2 matching-networks 2 ntm 2 neural-turing-machines 2 mann 2 siamese-networks 2 imagenet 2 opencv 2 audio-processing 2 embeddings 2 graph-neural-networks 2 connectional-brain-template 2 brain-connectivity 2 pretrained-models 2 opencv-python 2 generative-adversarial-network 2 gan 2 voice-assistant 2 jarvis 2 kaggle 2 manufacturing 2 one-shot-object-detection 2 mnist 2 ai 2 fine-tuning 2 domain-adaptation 2 zero-shot 2 scratch 2 inception-resnet-v2 2 facenet-model 2 deeplearning 2 maml 2 numpy 2 deep-meta-learning 2 wakeword 2 voice-recognition 2 transformers 2 contrastive-learning 2 vae 2 logo-detection 2 siamese 2 gru 2 unsupervised-learning 2

GitHub topics: one-shot-learning

HumanSignal/smartfew 📦

tensorfreitas/Siamese-Networks-for-One-Shot-Learning 📦

UTMIST/oneshot-rs 📦

hizieun/one-shot-siamese Fork of kevinzakka/one-shot-siamese