An open API service providing repository metadata for many open source software ecosystems.

Topic: "one-shot-learning"

floodsung/Meta-Learning-Papers

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

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

tata1661/FSL-Mate

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

Language: Python - Size: 8.98 MB - Last synced at: 11 days ago - Pushed at: 12 months ago - Stars: 1,744 - Forks: 293

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: 25 days ago - Pushed at: over 4 years ago - Stars: 1,533 - Forks: 298

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: 9 days ago - Pushed at: over 3 years ago - Stars: 1,202 - Forks: 360

SuperBruceJia/EEG-DL

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

Language: Python - Size: 938 KB - Last synced at: 9 days ago - Pushed at: over 2 years ago - Stars: 1,035 - Forks: 231

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: over 1 year ago - Pushed at: about 6 years ago - Stars: 556 - Forks: 177

yaoyao-liu/mini-imagenet-tools

Tools for generating mini-ImageNet dataset and processing batches

Language: Python - Size: 562 KB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 412 - Forks: 56

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: over 1 year ago - Pushed at: over 1 year ago - Stars: 405 - Forks: 81

bethgelab/siamese-mask-rcnn

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

Language: Jupyter Notebook - Size: 84.8 MB - Last synced at: 20 days ago - Pushed at: about 5 years ago - Stars: 348 - Forks: 60

fangpin/siamese-pytorch

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

Language: Python - Size: 63.5 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 265 - Forks: 55

Ant-Brain/EfficientWord-Net

OneShot Learning-based hotword detection.

Language: Jupyter Notebook - Size: 143 MB - Last synced at: 7 days ago - Pushed at: 9 months ago - Stars: 261 - Forks: 42

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: 11 months ago - Pushed at: almost 7 years ago - Stars: 244 - Forks: 68

BoyuanJiang/matching-networks-pytorch

Matching Networks for one shot learning

Language: Python - Size: 5.93 MB - Last synced at: about 2 months ago - Pushed at: over 7 years ago - Stars: 230 - Forks: 68

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: 10 months ago - Pushed at: over 1 year ago - Stars: 213 - Forks: 42

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: about 1 month ago - Pushed at: over 3 years ago - Stars: 202 - Forks: 30

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: about 2 months ago - Pushed at: about 5 years ago - Stars: 183 - Forks: 65

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 2 months ago - Pushed at: over 7 years ago - Stars: 134 - Forks: 45

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: over 1 year ago - Pushed at: about 5 years ago - Stars: 133 - Forks: 111

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: about 1 year ago - Pushed at: about 1 year ago - Stars: 131 - Forks: 54

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: about 2 years ago - Pushed at: almost 3 years ago - Stars: 92 - Forks: 30

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: 24 days ago - Pushed at: 10 months ago - Stars: 86 - Forks: 13

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: over 4 years ago - Stars: 86 - Forks: 20

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: 7 days ago - Pushed at: over 1 year ago - Stars: 66 - Forks: 10

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: about 2 years ago - Pushed at: about 4 years ago - Stars: 59 - Forks: 20

schatty/prototypical-networks-tf

Implementation of Prototypical Networks for Few-shot Learning in TensorFlow 2.0

Language: Python - Size: 906 KB - Last synced at: 28 days ago - Pushed at: over 1 year ago - Stars: 53 - Forks: 18

johnnyasd12/awesome-few-shot-meta-learning

awesome few shot / meta learning papers

Size: 223 KB - Last synced at: 23 days ago - Pushed at: about 4 years ago - Stars: 53 - Forks: 5

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: about 2 months ago - Pushed at: over 3 years ago - Stars: 48 - Forks: 8

michaelisc/cluttered-omniglot

Cluttered Omniglot dataset and models

Language: Python - Size: 54.8 MB - Last synced at: 20 days ago - Pushed at: about 6 years ago - Stars: 47 - Forks: 11

astra-vision/ManiFest

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

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

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: over 1 year ago - Pushed at: over 4 years ago - Stars: 44 - Forks: 28

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: 6 days ago - Pushed at: over 4 years ago - Stars: 40 - Forks: 19

schatty/siamese-networks-tf

Implementation of Siamese-Networks for One Shot Learning in TensorFlow 2.0

Language: Python - Size: 54.7 KB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 40 - Forks: 13

antonpuz/DeROL

Deep Reinforcement One-Shot Learning Framework for Artificially Intelligent Classification Systems

Language: Python - Size: 53.7 KB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 33 - Forks: 12

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: 26 days ago - Pushed at: over 2 years ago - Stars: 31 - Forks: 7

adipandas/one-shot-steel-surfaces

One-Shot Recognition of Manufacturing Defects in Steel Surfaces

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

zhoumu53/few_shot_learning

Awesome papers in few-shot learning/one-shot learning.

Size: 979 KB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 29 - Forks: 9

gabrielwong159/siamese

One-shot learning for image classification using Siamese neural networks

Language: Jupyter Notebook - Size: 313 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 29 - Forks: 11

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: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 25 - Forks: 5

schatty/matching-networks-tf

Implementation of Matching Networks for One Shot Learning in TensorFlow 2.0

Language: Python - Size: 545 KB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 25 - Forks: 2

roberthangu/snn_object_recognition

One-Shot Object Appearance Learning using Spiking Neural Networks

Language: Python - Size: 2.1 MB - Last synced at: about 1 year ago - Pushed at: almost 6 years ago - Stars: 23 - Forks: 7

zdmc23/oneshot-audio

Experiment with "one-shot learning" techniques to recognize a voice signature

Language: Jupyter Notebook - Size: 272 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 22 - Forks: 4

raphaelmemmesheimer/sl-dml

Signal Level Deep Metric Learning for One-Shot Action Recognition

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

bulentsiyah/My-Studies-on-Kaggle

It is the repo I listed my kernels in Kaggle. You can access it in detail from my Kaggle address https://www.kaggle.com/bulentsiyah.

Language: Jupyter Notebook - Size: 20.4 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 20 - Forks: 0

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: 10 months ago - Pushed at: over 2 years ago - Stars: 19 - Forks: 2

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: about 1 month ago - Pushed at: almost 4 years ago - Stars: 17 - Forks: 8

eveningdong/DAOSL

Implementation of Domain Adaption in One-Shot Learning

Language: Python - Size: 13.9 MB - Last synced at: 10 months ago - Pushed at: about 6 years ago - Stars: 15 - Forks: 6

qinnzou/Zero-Shot-Hashing

Transductive Zero-Shot Hashing For Multi-Label Image Retrieval

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

antoinehabis/Deep-ContourFlow

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

Language: Python - Size: 206 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 12 - Forks: 2

Juhi-Purswani/Multimodal_Meta_Learning_with_Siamese_Network

Multi-modal classifications of digits with image and audio modality. One shot learning with Siamese network is used to predict if the given input image-audio pair belongs to same class or not.

Language: Python - Size: 125 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 11 - Forks: 6

howardyclo/ImageNet2COCO

A demo for mapping class labels from ImageNet to COCO.

Language: Jupyter Notebook - Size: 33.2 KB - Last synced at: about 1 month ago - Pushed at: about 6 years ago - Stars: 11 - Forks: 2

denabazazian/Dual-Domain-Synthesis

Source Code for Dual-Domain Image Synthesis Using Segmentation-Guided GAN

Language: Python - Size: 8.62 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 10 - Forks: 2

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: 5 days ago - Pushed at: over 6 years ago - Stars: 10 - Forks: 0

sandonair007/siamese_network_on_omniglot

Implementation of Siamese Network using MXNet/Gluon

Language: Jupyter Notebook - Size: 33.2 KB - Last synced at: about 1 month ago - Pushed at: about 7 years ago - Stars: 10 - Forks: 1

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

Language: Jupyter Notebook - Size: 14.6 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 9 - Forks: 3

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: about 1 year ago - Pushed at: over 4 years ago - Stars: 9 - 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: about 2 months ago - Pushed at: 10 months ago - Stars: 8 - 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: about 2 years ago - Pushed at: over 3 years ago - Stars: 8 - Forks: 4

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: almost 2 years ago - Pushed at: over 4 years ago - Stars: 8 - Forks: 3

jsalbert/prototypical-networks

Code containing implementation of prototypical networks paper with a few tweaks

Language: Python - Size: 198 KB - Last synced at: about 2 hours ago - Pushed at: about 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: about 2 months ago - Pushed at: over 7 years ago - Stars: 8 - Forks: 2

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: 26 days ago - Pushed at: about 2 months ago - Stars: 7 - Forks: 1

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: about 2 months ago - Pushed at: about 2 years ago - Stars: 7 - Forks: 3

artemZholus/variational_memory_addressing

Implementation of Variational Memory Addressing for generative few-shot learning in PyTorch

Language: Python - Size: 425 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 7 - Forks: 0

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

Implementing one-shot learning using FaceNet

Language: Jupyter Notebook - Size: 778 KB - Last synced at: about 2 months ago - Pushed at: almost 5 years ago - Stars: 7 - Forks: 0

ashukid/few-shot-learning

Curated List of Few shot and One shot Learning Papers and resources

Size: 6.84 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 7 - Forks: 0

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: about 2 months ago - Pushed at: over 2 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: about 4 years ago - Stars: 5 - Forks: 0

muhamuttaqien/siamese-fruits-detector

:apple: Computer Vision project to detect different varieties of fruits and vegetables included: Apple, Banana, Eggplant, Hazelnut, Kiwi, Lychee, Mango, Onion, Orange, Pear, Potato etc. using Siamese Network (One-Shot-Learning Technique).

Language: Jupyter Notebook - Size: 14.4 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 5 - Forks: 1

saiprabhakar/Scene-recognition

Sub-Scene recognition and visualization

Language: Python - Size: 829 KB - Last synced at: over 2 years ago - Pushed at: over 8 years ago - Stars: 5 - Forks: 4

Holstrup/ObjectRecognition

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

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

ashukid/low-shot-learning

Codes for low-shot-shrink-hallucinate paper imported from official repository and with added helper functions

Language: Python - Size: 4.33 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 4 - Forks: 0

SeonbeomKim/TensorFlow-Matching_Networks_for_One_Shot_Learning

Matching Networks for One Shot Learning

Language: Python - Size: 290 KB - Last synced at: over 2 years ago - Pushed at: almost 7 years ago - Stars: 4 - Forks: 2

lif31up/model-agnostic-meta-learning

MAML for few-shot image classification

Language: Python - Size: 13.5 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 3 - Forks: 0

ABD-01/Siamese-NN

One shot and few shot deep learning

Language: Jupyter Notebook - Size: 178 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 3 - 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: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 3 - 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: 25 days ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 4

rsakib15/One-Shot-Learning

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

Debapriya-Tula/Face-Verification

A simple face verification tool that can be integrated with other apps.

Language: Jupyter Notebook - Size: 154 KB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 3 - Forks: 1

shaharazulay/deep-segmentation-prior

Unsupervised Image Segmentation With Deep Segmentation Prior

Language: Jupyter Notebook - Size: 18.9 MB - Last synced at: 3 months ago - Pushed at: over 5 years ago - Stars: 3 - Forks: 0

zdavidli/chirp

Real-time tweet reading with custom-trained voice models

Language: OpenEdge ABL - Size: 111 MB - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 3 - 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: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

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: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 1

DimosMellios/DarkShotLearning

One Shot Learning with Siamese Neural Networks + Triplet Siamese Neural Networks on Dark Web Images

Language: Jupyter Notebook - Size: 16 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 2

basiralab/one-representative-shot-learning

One-representative shot learning for graph classification.

Language: Python - Size: 1.28 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

delmalih/one_shot_classification_and_detection

One Shot Detection of Cereals Boxes on query images (without using deep learning)

Language: Python - Size: 166 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 1

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: about 2 years ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 0

utkarsh-21st/attendence-face-recognition

A Face Recognition based Attendance System using one-shot-learning

Language: Python - Size: 32.7 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 1

SomTambe/omniglot-bcs

Teaching machines in comparably few shots.

Language: Jupyter Notebook - Size: 88.5 MB - Last synced at: 3 months ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 0

larngroup/One_Shot_Siamese_Net_Drug_Discovery

Language: Python - Size: 881 KB - Last synced at: 6 months ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 0

bhachauk/reality_of_one_shot_learning

One shot learning analysis for face recognition

Language: Jupyter Notebook - Size: 13.6 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 0

sshh12/Voice-Vector

A one-shot siamese approach to generating voice embeddings.

Language: Python - Size: 42 KB - Last synced at: about 2 months ago - Pushed at: almost 6 years ago - Stars: 2 - Forks: 1

neild0/SiaCeption

Development of few-shot learning tool for a variety of image classes, utitilizing features extracted from ConvNets.

Language: Jupyter Notebook - Size: 5.04 MB - Last synced at: 3 months ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 1

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 days ago - Pushed at: 3 days ago - Stars: 1 - 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: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

patelvivekdev/JARVIS

A virtual assistant which operates on voice command.

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

basiralab/TIS-Net

Intermodalitty graph superresolution.

Language: Python - Size: 20.6 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 2

anhtu293/one-shot-learning-siamese

One-shot learning with Siamese network

Language: Python - Size: 537 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

Safayet-Khan/Human-Face-Verification-with-One-shot-Learning-Using-Siamese-Neural-Network

This repository contains my solution to human face verification with One-shot learning using siamese neural network.

Language: Python - Size: 778 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 1

Shreyas-Bhat/Brain_Tumor_Classifier

Used CNN based models like ResNet101 and InceptionV3 to classify brain tumors on brain MRI image dataset. Further more, used siamese network for one-shot classification using cosine triple loss and l2 triple loss.

Language: Jupyter Notebook - Size: 2.7 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

patelvivekdev/Personal_assistant

A virtual assistant which operate on voice command

Language: Python - Size: 9.8 MB - Last synced at: 2 months ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0

Related Topics
deep-learning 43 few-shot-learning 36 siamese-network 34 tensorflow 27 machine-learning 25 pytorch 17 keras 17 face-recognition 15 omniglot 14 siamese-neural-network 14 meta-learning 13 python 12 convolutional-neural-networks 11 zero-shot-learning 10 transfer-learning 8 computer-vision 8 cnn 7 keras-tensorflow 6 few-shot 6 triplet-loss 6 object-detection 6 face-verification 6 image-classification 6 facenet 5 artificial-intelligence 5 one-shot 5 classification 5 neural-network 5 image-processing 5 reinforcement-learning 4 deep-neural-networks 4 one-shot-segmentation 4 shot-learning 3 generative-model 3 ml 3 metalearning 3 python3 3 drug-discovery 3 convolutional-neural-network 3 face-detection 3 miniimagenet 3 image-segmentation 3 paper 3 audio 3 lstm 3 machine-learning-algorithms 3 prototypical-networks 3 instance-segmentation 2 fine-tuning 2 connectional-brain-template 2 generative-adversarial-network 2 one-shot-instance-segmentation 2 gan 2 maml 2 graph-neural-networks 2 logo-detection 2 deeplearning 2 pretrained-models 2 imagenet 2 jarvis 2 voice-assistant 2 vae 2 resnet 2 wakeword 2 zero-shot 2 flan-t5 2 facenet-model 2 tensorflow2 2 neural-networks 2 neural-turing-machines 2 inception-resnet-v2 2 gru 2 unsupervised-learning 2 metric-learning 2 image-recognition 2 domain-adaptation 2 one-shot-object-detection 2 learning-to-learn 2 audio-processing 2 ai 2 matching-networks 2 transformers 2 mann 2 ntm 2 mnist 2 manufacturing 2 brain-connectivity 2 opencv-python 2 deep-meta-learning 2 django 2 siamese-networks 2 opencv 2 siamese 2 embeddings 2 kaggle 2 spiking-neural-networks 2 hotword 1 hebbian-learning 1 memory-networks 1 pythorch 1