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Search results for computer vision self supervised learning
computer-vision
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self-supervised-learning
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87 search results found
Pytorch Metric Learning
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5,734
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
Simclr
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3,525
SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
Lightly
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2,665
A python library for self-supervised learning on images.
Easycv
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1,614
An all-in-one toolkit for computer vision
Torchssl
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1,260
A PyTorch-based library for semi-supervised learning (NeurIPS'21)
Training_extensions
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1,119
Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™
Cvpods
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615
All-in-one Toolbox for Computer Vision Research.
Lemniscate.pytorch
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467
Unsupervised Feature Learning via Non-parametric Instance Discrimination
Pytorch Dense Correspondence
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460
Code for "Dense Object Nets: Learning Dense Visual Object Descriptors By and For Robotic Manipulation"
Openstl
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450
OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning
Self Supervised Depth Completion
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418
ICRA 2019 "Self-supervised Sparse-to-Dense: Self-supervised Depth Completion from LiDAR and Monocular Camera"
Epipolarpose
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366
Self-Supervised Learning of 3D Human Pose using Multi-view Geometry (CVPR2019)
Sc_depth_pl
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325
SC-Depth (V1, V2, and V3) for Unsupervised Monocular Depth Estimation Webpage:https://jiawangbian.github.io/sc_depth_pl/
Awesome State Of Depth Completion
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282
Current state of supervised and unsupervised depth completion methods
Pass
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232
The PASS dataset: pretrained models and how to get the data
Sound Of Pixels
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200
Codebase for ECCV18 "The Sound of Pixels"
Contrastive_learning_papers
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189
A list of contrastive Learning papers
Cvpr 2023 Papers
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185
CVPR 2023 Papers: Dive into advanced research presented at the leading computer vision conference. Keep up to date with the latest developments in computer vision and deep learning. Code included. A star in the development of visual intelligence!
Awesome Mim
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178
[Survey] Masked Modeling for Self-supervised Representation Learning on Vision and Beyond (https://arxiv.org/abs/2401.00897)
Unsupervised Depth Completion Visual Inertial Odometry
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168
Tensorflow implementation of Unsupervised Depth Completion from Visual Inertial Odometry (in RA-L January 2020 & ICRA 2020)
Segsort
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157
SegSort: Segmentation by Discriminative Sorting of Segments
Video Contrastive Learning
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139
Video Contrastive Learning with Global Context, ICCVW 2021
Lamda Ssl
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130
30 Semi-Supervised Learning Algorithms
Sgnn
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127
[CVPR'20] SG-NN: Sparse Generative Neural Networks for Self-Supervised Scene Completion of RGB-D Scans
Steps
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123
This is the official repository for ICRA-2023 paper "STEPS: Joint Self-supervised Nighttime Image Enhancement and Depth Estimation"
Biapy
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85
Open source Python library for building bioimage analysis pipelines
Simper
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84
[ICLR 2023, Oral] SimPer: Simple Self-Supervised Learning of Periodic Targets
Awesome Vision Transformer Collection
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81
Variants of Vision Transformer and its downstream tasks
Awesome Artificial Intelligence Research
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80
A curated list of Artificial Intelligence (AI) Research, tracks the cutting edge trending of AI research, including recommender systems, computer vision, machine learning, etc.
Ss Prl
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79
SS-PRL: Self-Supervised Pyramid Representation Learning for Multi-Label Visual Analysis (IEEE WACV 2023)
Awesome Mixup
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76
Awesome List of Mixup Augmentation Papers for Visual Representation Learning
Exponential Moving Average Normalization
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76
PyTorch implementation of EMAN for self-supervised and semi-supervised learning: https://arxiv.org/abs/2101.08482
Calibrated Backprojection Network
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74
PyTorch Implementation of Unsupervised Depth Completion with Calibrated Backprojection Layers (ORAL, ICCV 2021)
Simpool
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72
This repo contains the official implementation of ICCV 2023 paper "Keep It SimPool: Who Said Supervised Transformers Suffer from Attention Deficit?"
Hpm
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69
[CVPR'23] Hard Patches Mining for Masked Image Modeling
Semimtr Text Recognition
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68
Multimodal Semi-Supervised Learning for Text Recognition (SemiMTR)
Compress
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67
Compressing Representations for Self-Supervised Learning
Twist
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62
Official codes: Self-Supervised Learning by Estimating Twin Class Distribution
Tri Depth
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61
[WACV 2023] Self-Supervised Monocular Depth Estimation: Solving the Edge-Fattening Problem
Awesome Computervision
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60
Awesome-ComputerVision
Flatclr
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58
FlatNCE: A Novel Contrastive Representation Learning Objective
Fusiondepth
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57
Official implementation for paper "Advancing Self-supervised Monocular Depth Learning with Sparse LiDAR"
Internet Explorer
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57
Internet Explorer explores the web in a self-supervised manner to progressively find relevant examples that improve performance on a desired target dataset.
Pretext Invariant Representations
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52
Implementation of the paper Self-Supervised Learning of Pretext-Invariant Representations
Self Corr Pose
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50
Self-Supervised Geometric Correspondence for Category-Level 6D Object Pose Estimation in the Wild, ICLR 2023
Tce
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39
This repository contains the code implementation used in the paper Temporally Coherent Embeddings for Self-Supervised Video Representation Learning (TCE).
Awesome Video Self Supervised Learning
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37
A curated list of awesome self-supervised learning methods in videos
Newt
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36
Natural World Tasks
Learning Topology Synthetic Data
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33
Tensorflow implementation of Learning Topology from Synthetic Data for Unsupervised Depth Completion (RAL 2021 & ICRA 2021)
Arniqa
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31
[WACV 2024 Oral] - ARNIQA: Learning Distortion Manifold for Image Quality Assessment
Wcl
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29
Weakly Supervised Contrastive Learning
Gedml
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27
Generalized Deep Metric Learning.
Barlow Twins Tf
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26
TensorFlow implementation of Barlow Twins (https://arxiv.org/abs/2103.03230).
Unsupervised Visual Representation Learning
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26
Overview of unsupervised visual representation learning (or self-supervised learning, unsupervised pre-training) methods.
Msf
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26
Official code for "Mean Shift for Self-Supervised Learning"
Ne2ne Image Denoising
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23
Deep Unsupervised Image Denoising, based on Neighbour2Neighbour training
Freq Aware Depth
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21
[WACV2023] Frequency Aware Self-supervised Depth Estimation
Croc
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19
This repo contains the code for the CVPR 2023 paper: "CrOC : Cross-View Online Clustering for Dense Visual Representation Learning".
Shape_templates
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19
code from cvpr 2021 paper 'Unsupervised Human Pose Estimation through Transforming Shape Templates'
Selfdocseg
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18
[ICDAR 2023] SelfDocSeg: A self-supervised vision-based approach towards Document Segmentation (Oral)
Simsiam Cifar10
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16
Code to train the SimSiam model on cifar10 using PyTorch
Adareg Monodispnet
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15
Repository for Bilateral Cyclic Constraint and Adaptive Regularization for Unsupervised Monocular Depth Prediction (CVPR2019)
Lightning Ssl
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15
Self-Supervised methods implemented with PyTorch Lightning
Sce
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15
Implementation of "Similarity Contrastive Estimation for Self-Supervised Soft Contrastive Learning" WACV 2023.
Isd
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14
ISD: Self-Supervised Learning by Iterative Similarity Distillation
Cropmix
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13
Code of CropMix: Sampling a Rich Input Distribution via Multi-Scale Cropping
Abdallahdib.github.io
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12
Personal website for Abdallah Dib.
Caco
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12
CaCo: Both Positive and Negative Samples are Directly Learnable via Cooperative-adversarial Contrastive Learning
Ntu 2022fall Dlcv
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11
Deep Learning for Computer Vision 深度學習於電腦視覺 by Frank Wang 王鈺強
Simmim Pytorch
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10
PyTorch implementation of SimMIM
Morton Net
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9
PyTorch implementation to train MortonNet and use it to compute point features. MortonNet is trained in a self-supervised fashion, and the features can be used for general tasks like part or semantic segmentation of point clouds.
Sladehazing
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9
Self-supervised Learning and Adaptation for Single Image Dehazing (IJCAI-ECAI 2022 long presentation)
Uav Thermal Water Segmentation
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9
Code for near-shore thermal water segmentation on UAVs. Datasets for network training included.
Simsiam Pytorch
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9
PyTorch implementation of SimSiam
Noncontrastive Ssl
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8
Analyzing partial dimensional collapse in non-contrastive self-supervised learning. "Understanding Collapse in Non-Contrastive Siamese Representation Learning." In ECCV, 2022.
Droppos
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8
[NeurIPS'23] DropPos: Pre-Training Vision Transformers by Reconstructing Dropped Positions
Monodiffusion
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8
[Arxiv2023] MonoDiffusion: Self-Supervised Monocular Depth Estimation Using Diffusion Model
Demistfy_correspondence
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8
Code for the ECCV22 paper Demystifying Unsupervised Semantic Correspondence Estimation
Explainable Models With Consistent Interpretations
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8
Official repository for the AAAI-21 paper 'Explainable Models with Consistent Interpretations'
Pytorch Vector Quantization
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7
A Pytorch Implementations for Various Vector Quantization Methods
Fegan
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6
Self-Supervised Deep Learning for Fisheye Image Rectification (pytorch implementation).
Cross And Learn
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6
Implementation of the Cross and Learn training scheme
Fastsiam Wafers
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6
Self-Supervised Representation Learning of Wafer Maps with FastSiam
Handposeestimation
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5
This repo contains the code used for carrying experiments for Paper Id 50 in preregister workshop at NeurIPS 2020.
Semi Super
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5
Semi/Self-Supervised Learning on a Pediatric Pneumonia Dataset
Adaframe Depth Completion
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5
PyTorch implementation of An Adaptive Framework for Learning Unsupervised Depth Completion (RAL 2021 & ICRA 2021)
Mlprojects_uwseattle
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5
ML Projects and Experience in Industry and Academia.
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