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1.0k

10.6k

other

81

An open source implementation of CLIP.

pytorch deep-learning language-model computer-vision contrastive-loss pretrained-models multi-modal-learning zero-shot-classification

Created 2021-07-28

572 commits to main branch, last one 16 days ago

Chinese-CLIP OFA-Sys

479

4.7k

mit

37

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

nlp clip chinese pytorch multi-modal transformers coreml-models deep-learning computer-vision vision-language contrastive-loss pretrained-models image-text-retrieval multi-modal-learning vision-and-language-pre-training

Created 2022-07-08

382 commits to master branch, last one 4 months ago

siamese-triplet adambielski

635

3.1k

bsd-3-clause

50

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

pytorch embedding triplet-loss deep-learning siamese-network triplet-network contrastive-loss machine-learning learning-embeddings

Created 2018-03-06

26 commits to master branch, last one 5 years ago

SimCLR sthalles

468

2.3k

mit

21

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

simclr pytorch torchvision deep-learning contrastive-loss machine-learning unsupervised-learning pytorch-implementation representation-learning

Created 2020-02-17

144 commits to master branch, last one 3 years ago

ONE-PEACE OFA-Sys

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984

apache-2.0

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

multimodal audio-language vision-language contrastive-loss foundation-models vision-transformer vision-and-language representation-learning

Created 2023-05-18

136 commits to main branch, last one 2 months ago

info-nce-pytorch RElbers

41

504

mit

3

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

contrastive-loss contrastive-learning self-supervised-learning

Created 2021-05-13

14 commits to main branch, last one about a year ago

STANet justchenhao

110

426

bsd-2-clause

11

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

dataset remote-sensing change-detection contrastive-loss attention-mechanism siamese-neural-network

Created 2020-05-22

15 commits to master branch, last one about a year ago

SceneChangeDet gmayday1997

73

241

mit

9

pytorch implementation of scene change detection

pytorch change-detection contrastive-loss scene-change-detection

Created 2018-01-25

29 commits to master branch, last one 5 years ago

CCPL JarrentWu1031

27

192

apache-2.0

6

[ECCV 2022 Oral] Official Pytorch implementation of CCPL and SCTNet

eccv pytorch eccv2022 eccv-2022 deep-learning style-transfer contrastive-loss contrastive-learning video-style-transfer artistic-style-transfer arbitrary-style-transfer versatile-style-transfer image-to-image-translation photo-realistic-style-transfer

Created 2022-06-29

105 commits to main branch, last one 10 months ago

clip-italian clip-italian

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185

unknown

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

clip dataset huggingface transformers contrastive-loss transformers-models

Created 2021-07-07

70 commits to master branch, last one about a year ago

CONTRIQUE pavancm

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128

unknown

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Official implementation for "Image Quality Assessment using Contrastive Learning"

no-reference deep-learning image-quality computer-vision contrastive-loss image-processing full-reference-iqa contrastive-learning deep-neural-networks image-quality-assessment convolutional-neural-networks blind-image-quality-assessment

Created 2021-10-25

29 commits to main branch, last one about a year ago

contrastive-learner lucidrains

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127

mit

6

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

deep-learning contrastive-loss artificial-intelligence self-supervised-learning

Created 2020-04-28

17 commits to master branch, last one 3 years ago

LoGG3D-Net csiro-robotics

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104

other

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[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. 2215-2...

3d lidar pytorch learning robotics point-cloud deep-learning contrastive-loss lidar-point-cloud place-recognition

Created 2022-02-02

32 commits to main branch, last one about a year ago

CPR flyinghu123

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93

mit

10

This is an official implementation of the paper : "Target before Shooting: Accurate Anomaly Detection and Localization under One Millisecond via Cascade Patch Retrieval" (Accepted by IEEE TIP)

contrastive-loss anomaly-detection

Created 2023-06-18

5 commits to master branch, last one about a month ago

OfflineSignatureVerification Aftaab99

29

85

mit

1

Writer independent offline signature verification using convolutional siamese networks

react pytorch siamese-cnn siamese-network contrastive-loss machine-learning siamese-neural-network signature-verification

Created 2018-12-01

68 commits to master branch, last one 10 months ago

S2-BNN szq0214

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63

unknown

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

efficient-model contrastive-loss distillation-loss contrastive-learning binary-neural-networks self-supervised-learning

Created 2021-07-12

10 commits to main branch, last one 3 years ago

TCE csiro-robotics

2

52

unknown

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

hmdb51 pytorch ucf-101 embeddings deep-learning computer-vision metric-learning contrastive-loss kinetics-datasets action-recognition tsne-visualisations contrastive-learning representation-learning self-supervised-learning

Created 2020-04-22

26 commits to master branch, last one 3 years ago

2021-CVPR-MvCLN XLearning-SCU

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46

unknown

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

noisy-labels contrastive-loss multi-view-learning

Created 2021-03-24

10 commits to main branch, last one 2 years ago

G-Universal-CLIP IvanAer

6

42

mit

6

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

clip kaggle pytorch deep-learning language-model computer-vision contrastive-loss pretrained-models vision-transformer multimodal-learning

Created 2022-10-11

18 commits to main branch, last one about a year ago