RElbers/info-nce-pytorch

PyTorch implementation of the InfoNCE loss for self-supervised learning.

Language: Python - Size: 127 KB - Last synced: 4 days ago - Pushed: 6 months ago - Stars: 396 - Forks: 37

mlfoundations/open_clip

An open source implementation of CLIP.

Language: Jupyter Notebook - Size: 14.8 MB - Last synced: 5 days ago - Pushed: 9 days ago - Stars: 8,600 - Forks: 860

OFA-Sys/Chinese-CLIP

Chinese version of CLIP which achieves Chinese cross-modal retrieval and representation generation.

Language: Python - Size: 2.49 MB - Last synced: 6 days ago - Pushed: 6 months ago - Stars: 3,701 - Forks: 402

OFA-Sys/ONE-PEACE

A general representation model across vision, audio, language modalities. Paper: ONE-PEACE: Exploring One General Representation Model Toward Unlimited Modalities

Language: Python - Size: 29.9 MB - Last synced: 6 days ago - Pushed: 6 months ago - Stars: 850 - Forks: 53

sarthak268/DisCont

PyTorch Implementation for the paper "DisCont: Self-Supervised Visual Attribute Disentanglement using Context Vectors" (ECCVW'20).

Language: Python - Size: 257 KB - Last synced: 18 days ago - Pushed: over 3 years ago - Stars: 14 - Forks: 3

lucidrains/contrastive-learner

A simple to use pytorch wrapper for contrastive self-supervised learning on any neural network

Language: Python - Size: 313 KB - Last synced: 17 days ago - Pushed: about 3 years ago - Stars: 110 - Forks: 12

GeorgePearse/mbd

embd = embedded like koaning/bulk but with built in functionality provided by Quaternion for similarity model finetuning

Size: 13.7 KB - Last synced: about 1 month ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

adambielski/siamese-triplet

Siamese and triplet networks with online pair/triplet mining in PyTorch

Language: Python - Size: 12.3 MB - Last synced: about 1 month ago - Pushed: about 1 year ago - Stars: 3,030 - Forks: 630

XLearning-SCU/2021-CVPR-MvCLN

PyTorch implementation for Partially View-aligned Representation Learning with Noise-robust Contrastive Loss (CVPR 2021)

Language: Python - Size: 7.14 MB - Last synced: 24 days ago - Pushed: about 2 years ago - Stars: 45 - Forks: 11

phillity/metric_learning

Metric Learning TF 2.0+Keras Algorithm Implementations for Facial Recognition

Language: Python - Size: 564 KB - Last synced: about 1 month ago - Pushed: over 1 year ago - Stars: 17 - Forks: 6

shane-settle/neural-acoustic-word-embeddings

Language: Shell - Size: 2.32 MB - Last synced: about 2 months ago - Pushed: about 5 years ago - Stars: 44 - Forks: 8

flyinghu123/CPR

The implement for paper : "Target before Shooting: Accurate Anomaly Detection and Localization under One Millisecond via Cascade Patch Retrieval"

Language: Python - Size: 20.5 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 38 - Forks: 1

MishaLaskin/curl

CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning

Language: Python - Size: 2.16 MB - Last synced: 2 months ago - Pushed: over 3 years ago - Stars: 544 - Forks: 86

sthalles/SimCLR

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

Language: Jupyter Notebook - Size: 80.5 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 2,073 - Forks: 438

Aftaab99/OfflineSignatureVerification

Writer independent offline signature verification using convolutional siamese networks

Language: Jupyter Notebook - Size: 5.12 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 73 - Forks: 27

justchenhao/STANet

official implementation of the spatial-temporal attention neural network (STANet) for remote sensing image change detection

Language: Python - Size: 1.88 MB - Last synced: 3 months ago - Pushed: about 1 year ago - Stars: 377 - Forks: 107

JarrentWu1031/CCPL

Official Pytorch implementation of CCPL and SCTNet (ECCV2022, Oral)

Language: Python - Size: 52.1 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 183 - Forks: 25

gmayday1997/SceneChangeDet

pytorch implementation of scene change detection

Language: Python - Size: 14 MB - Last synced: 3 months ago - Pushed: about 1 year ago - Stars: 223 - Forks: 74

ggldnl/Visual-WSD

CLIP Like model fine tuned for the SemEval-2023 Visual-WSD task

Language: Python - Size: 45.9 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

juanmc2005/MetricAMI

Official companion repository for the paper "A Metric Learning Approach to Misogyny Categorization" at the 5th Workshop on Representation Learning for NLP, ACL 2020

Language: Python - Size: 11.8 MB - Last synced: 4 months ago - Pushed: 11 months ago - Stars: 7 - Forks: 1

reshalfahsi/medical-image-similarity-search

Medical Image Similarity Search Using a Siamese Network With a Contrastive Loss

Language: Jupyter Notebook - Size: 257 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

supersjgk/Cyclist_Stress

Implementation of Cyclist Pressure Research Paper

Language: Python - Size: 24.4 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

rom1mouret/inplastic

incremental learning experiments

Language: Python - Size: 590 KB - Last synced: 4 months ago - Pushed: 11 months ago - Stars: 0 - Forks: 0

csiro-robotics/TCE

This repository contains the code implementation used in the paper Temporally Coherent Embeddings for Self-Supervised Video Representation Learning (TCE).

Language: Python - Size: 23.7 MB - Last synced: about 1 month ago - Pushed: about 3 years ago - Stars: 52 - Forks: 2

shubham1310/ImageSearch

Final project for CS445

Language: Shell - Size: 2.09 MB - Last synced: 5 months ago - Pushed: over 6 years ago - Stars: 1 - Forks: 1

mansi-k/SiameseNet

Implemented and trained Siamese network for image classification using contrastive loss, triplet loss and regularized cross-entropy loss

Language: Jupyter Notebook - Size: 186 KB - Last synced: 6 months ago - Pushed: almost 3 years ago - Stars: 1 - Forks: 0

voorhs/multimodal-chatbot

Language: Python - Size: 851 KB - Last synced: 6 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 0

leftthomas/SimCLR

A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"

Language: Python - Size: 97.7 KB - Last synced: 6 months ago - Pushed: over 3 years ago - Stars: 502 - Forks: 105

jefflai108/Contrastive-Predictive-Coding-PyTorch

Contrastive Predictive Coding for Automatic Speaker Verification

Language: Python - Size: 962 KB - Last synced: 6 months ago - Pushed: over 4 years ago - Stars: 445 - Forks: 86

clip-italian/clip-italian

CLIP (Contrastive Language–Image Pre-training) for Italian

Language: Jupyter Notebook - Size: 4.26 MB - Last synced: 6 months ago - Pushed: about 1 year ago - Stars: 163 - Forks: 20

leftthomas/NPID

A PyTorch implementation of NPID based on CVPR 2018 paper "Unsupervised Feature Learning via Non-Parametric Instance Discrimination"

Language: Python - Size: 517 KB - Last synced: 7 months ago - Pushed: over 4 years ago - Stars: 13 - Forks: 1

davidtellez/contrastive-predictive-coding

Keras implementation of Representation Learning with Contrastive Predictive Coding

Language: Python - Size: 35 MB - Last synced: 7 months ago - Pushed: almost 5 years ago - Stars: 500 - Forks: 121

csiro-robotics/LoGG3D-Net

[ICRA 2022] The official repository for "LoGG3D-Net: Locally Guided Global Descriptor Learning for 3D Place Recognition", In 2022 International Conference on Robotics and Automation (ICRA), pp. 2215-2221.

Language: Python - Size: 28.6 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 73 - Forks: 12

juanmc2005/SimilarityLearning

Similarity Learning applied to Speaker Verification and Semantic Textual Similarity

Language: Python - Size: 5.8 MB - Last synced: 4 months ago - Pushed: about 4 years ago - Stars: 10 - Forks: 7

imverma/Mastek-ProjectDeepBlue

A deep learning solution using Siamese networks to solve the problem of face verification for an NGO. This was part of a winning solution for a competition held by Mastek. Competition link -

Language: Jupyter Notebook - Size: 85.9 MB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0

LiewFeng/Domain-Contrast

[T-CSVT 2021] Domain Contrast for Domain Adaptive Object Detection

Language: Python - Size: 2.7 MB - Last synced: 10 months ago - Pushed: over 2 years ago - Stars: 5 - Forks: 0

ssabrut/fashion-similarity-model

This project aims to build a fashion similarity model using TensorFlow MNIST Datasets and Siamese Network with custom model and contrastive loss. The model can compare two images of clothing items and determine how similar they are.

Language: Jupyter Notebook - Size: 277 MB - Last synced: 10 months ago - Pushed: 12 months ago - Stars: 1 - Forks: 0

TYH71/CLIP-Gradio-Demo

Language: Python - Size: 173 KB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 0

pavancm/CONTRIQUE

Official implementation for "Image Quality Assessment using Contrastive Learning"

Language: Python - Size: 4.35 MB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 79 - Forks: 8

DRLib/CDR

Implementation of CDR - Interactive Visual Cluster Analysis by Contrastive Dimensionality Reduction

Language: JavaScript - Size: 13.6 MB - Last synced: 11 months ago - Pushed: about 1 year ago - Stars: 13 - Forks: 2

mona251/Intriguing-Properties-of-Contrastive-Losses

Re-implementation of Intriguing Properties of Contrastive Losses paper

Language: Jupyter Notebook - Size: 197 MB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 3 - Forks: 0

PrachiJainxD/AmbientAI_IMU2CLIP

COMPSCI 696DS Industry Mentorship Program with Meta Reality Labs: Ambient AI: Multimodal Wearable Sensor Understanding (Experiments in Distilling Knowledge in Cross-Modal Contrastive Learning.)

Language: Python - Size: 23.1 MB - Last synced: 19 days ago - Pushed: 12 months ago - Stars: 1 - Forks: 0

isBre/SketchZoo-Animal-Image-Retrieval-with-Siamese-Neural-Networks

SketchZoo is a project that utilizes Siamese neural networks for efficient animal image retrieval. With the power of contrastive and triplet loss functions, SketchZoo accurately matches hand-drawn animal sketches to corresponding images. It also provides a user-friendly GUI interface for convenient image retrieval based on sketches

Language: Python - Size: 478 MB - Last synced: 12 months ago - Pushed: 12 months ago - Stars: 0 - Forks: 0

IvanAer/G-Universal-CLIP

4th place solution for the Google Universal Image Embedding Kaggle Challenge. Instance-Level Recognition workshop at ECCV 2022

Language: Jupyter Notebook - Size: 1.35 MB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 33 - Forks: 4

samtwl/Deep-Learning-Contrastive-Center-Loss-Transfer-Learning-Food-Classification-

This repository contains the ipynb for a project on deep learning visual classification of food categories

Language: Jupyter Notebook - Size: 1.91 MB - Last synced: 11 months ago - Pushed: almost 5 years ago - Stars: 9 - Forks: 5

sthalles/SimCLR-tensorflow

TensorFlow Implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

Language: Python - Size: 32.2 KB - Last synced: about 1 year ago - Pushed: about 4 years ago - Stars: 22 - Forks: 7

szq0214/S2-BNN

S2-BNN: Bridging the Gap Between Self-Supervised Real and 1-bit Neural Networks via Guided Distribution Calibration (CVPR 2021)

Language: Python - Size: 240 KB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 53 - Forks: 11

sauravjoshi23/SiameseNet-Loss

Text Classification Using Siamese Neural Networks - Contrastive Loss, Triplet Loss. This architecture works well when the training data is less.

Language: Jupyter Notebook - Size: 139 KB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 6 - Forks: 2

pavancm/CONVIQT

Official implementation for "CONVIQT: Contrastive Video Quality Estimator"

Language: Python - Size: 5.95 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 16 - Forks: 0

HarshSulakhe/siamesenetworks-pytorch

An implementation of Contrastive Loss in PyTorch using Siamese Networks

Language: Jupyter Notebook - Size: 422 KB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 15 - Forks: 3

DimitrisReppas/MIM_on_self-supervision

In this project new masking strategies are proposed for more competitive MIM-based self-supervised learning. Furthermore, a new loss function, based on contrastive learning, is introduced and achieves improvements over the baseline when used with different masking strategies.

Language: Python - Size: 772 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

testzer0/SpeakerVerification

My implementation of "Generalized End-to-End Loss for Speaker Verification" (ICASSP 2018)

Language: Jupyter Notebook - Size: 2.2 GB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 1 - Forks: 0

xavierfav/coala

COALA: Co-Aligned Autoencoders for Learning Semantically Enriched Audio Representations

Language: Python - Size: 72.6 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 42 - Forks: 4

AmberzzZZ/metric_learning

keras implementation of metric-based methods (center-loss, circle-loss, triplets...)

Language: Python - Size: 1.22 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 4 - Forks: 2

Rahul1582/Signature-Classification-using-Siamese-Network

Classifies the forged and original pairs of signatures by calculating the Eucledian Distance between the output tensors of both the images using a Siamese Network.

Language: Jupyter Notebook - Size: 15.7 MB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 7 - Forks: 1

nikheelpandey/TAUP-PyTorch

Task Agnostic Unsupervised Learning

Language: Python - Size: 448 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 15 - Forks: 0

nofaralfasi/Person-ReId

Person re-identification project with three suggested models, which implemented using yolo, opencv, tensorflow, etc.

Language: Jupyter Notebook - Size: 49.1 MB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 1 - Forks: 1

Hemantr05/Representation-learning-using-Siamese-Autoencoders

Language: Python - Size: 657 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

manhph2211/Speech-Processing

Building a speaker identification & verification pipeline for Vietnamese voices :sleepy:

Language: Jupyter Notebook - Size: 3.92 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 2 - Forks: 0

pducanh2000/VJCS

Language: Python - Size: 25.4 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 4 - Forks: 0

nitarshan/simclr

PyTorch implementation of "A Simple Framework for Contrastive Learning of Visual Representations"

Language: Jupyter Notebook - Size: 4.88 KB - Last synced: about 1 year ago - Pushed: about 4 years ago - Stars: 4 - Forks: 0

tiagoCuervo/JTM

Contrastive Predictive Coding applied to raw audio music data.

Language: Jupyter Notebook - Size: 5.48 MB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0

kaushal-py/Face-verification-siamese-network

A deep learning solution using Siamese networks to solve the problem of face verification for an NGO. This was part of a winning solution for a competition held by Mastek. Competition link -

Language: Jupyter Notebook - Size: 90.4 MB - Last synced: about 1 year ago - Pushed: almost 6 years ago - Stars: 1 - Forks: 0

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: about 1 year ago - Pushed: over 1 year ago - Stars: 2 - Forks: 2

rafiqul713/Signature-Verfication-with-Siamese-Neural-Network

Language: Python - Size: 2.93 KB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 0 - Forks: 1

MGBergomi/siameseCNN

A simple tensorflow implementation of a siamese CNN with contrastive loss

Language: Python - Size: 9.77 KB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 1 - Forks: 0