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A curated list of awesome computer vision resources

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[ Daily / Weekly / Overview ]

Sep 28, 2021

Visual Recognition / Self-supervised Learning

Apr 25, 2021

Awesome Lists

Feb 28, 2021

Pre-trained Computer Vision Models

Feb 04, 2021

Awesome Lists

Jan 12, 2021

Awesome Lists

Jan 11, 2021

Awesome Lists

Dec 30, 2020

Computer Vision

Dec 12, 2020

Computer Vision

Mar 20, 2019

Annotation tools

Jan 17, 2018

Machine Learning and Statistical Learning

Jan 16, 2018

Blogs / Image Deblurring

Nov 24, 2017

External Dataset Link Collection / Nearest Neighbor Field Estimation

May 25, 2017

Low-level Vision / Video Object Segmentation

May 09, 2017

Computer Vision

Mar 07, 2017

Machine Learning and Statistical Learning

Nov 01, 2016

Computer Vision

Oct 26, 2016

Computer Vision

Computational Photography

Machine Learning and Statistical Learning

Links / Image Deblurring

Oct 04, 2016

Links / Image Deblurring

Sep 28, 2016

Low-level Vision / Change Detection

Sep 21, 2016

Multiple-view Computer Vision

Sep 11, 2016

Links / Image Deblurring

Aug 21, 2016

Computer Vision

Jun 10, 2016

Visual Tracking / Nearest Neighbor Field Estimation

May 24, 2016

Semantic Segmentation

Mar 18, 2016

Visual Tracking / Image Super-resolutions

Jan 20, 2016

Computational Photography

Machine Learning and Statistical Learning

Object Recognition

Machine Learning

Multiple-view Computer Vision

Contour Detection and Image Segmentation / Edge-preserving image processing

Simultaneous localization and mapping / Loop Closure:

Links / Image Deblurring

Dec 08, 2015

Visual Tracking / Nearest Neighbor Field Estimation

Nov 30, 2015

Visual Tracking / Nearest Neighbor Field Estimation

Nov 18, 2015

Simultaneous localization and mapping / Tracking/Odometry:

Oct 02, 2015

Machine Learning and Statistical Learning

External Resource Links

Low-level Vision / Image Completion

Low-level Vision / Image Retargeting

Contour Detection and Image Segmentation / Edge-preserving image processing

Simultaneous localization and mapping / Tracking/Odometry:

Simultaneous localization and mapping / Localization & Mapping:

Image Captioning / Nearest Neighbor Field Estimation

Blogs / Image Deblurring

Sep 23, 2015

Visual Tracking / Nearest Neighbor Field Estimation

Sep 02, 2015

Object Detection / Localization & Mapping:

Aug 09, 2015

Computer Vision

Machine Learning

Recent Conference Talks

General Purpose Computer Vision Library

High Dynamic Range Imaging

Machine Learning / Nearest Neighbor Field Estimation

Aug 04, 2015

Computer Vision

Computational Photography

Jul 24, 2015

Blogs / Image Deblurring

Jul 21, 2015

Simultaneous localization and mapping / Tracking/Odometry:

Jun 21, 2015

Deep Learning / Nearest Neighbor Field Estimation

Material Recognition / Image Super-resolutions

Visual Recognition / Pedestrian Detection

Action Recognition / Video-based

Action Recognition / Image Deblurring

Jun 01, 2015

Resource link collection / Image Deblurring

Writing / Image Deblurring

Songs / Image Deblurring

May 31, 2015

Computer Vision

May 30, 2015

Blogs / Image Deblurring

May 21, 2015

Contour Detection and Image Segmentation / Edge-preserving image processing

Object Detection / Localization & Mapping:

May 14, 2015

Computer Vision

Apr 19, 2015

General Purpose Computer Vision Library

Multiple-view Computer Vision

Simultaneous localization and mapping / Tracking/Odometry:

Simultaneous localization and mapping / Localization & Mapping:

Optimization / Nearest Neighbor Field Estimation

Apr 18, 2015

Deep Learning

Simultaneous localization and mapping / SLAM community:

Simultaneous localization and mapping / Tracking/Odometry:

Simultaneous localization and mapping / Graph Optimization:

Simultaneous localization and mapping / Loop Closure:

Optimization / Nearest Neighbor Field Estimation

Apr 05, 2015

Recent Conference Talks

Mar 19, 2015

Low-level Vision / Optical Flow

Mar 18, 2015

Links / Image Deblurring

Mar 11, 2015

Computational Photography

Mar 07, 2015

Machine Learning / Nearest Neighbor Field Estimation

Mar 02, 2015

Low-level Vision / Super-resolution

Feb 27, 2015

Feature Detection and Extraction

Feb 26, 2015

Intrinsic Images / Edge-preserving image processing

Contour Detection and Image Segmentation / Edge-preserving image processing

Video Segmentation / Edge-preserving image processing

Feb 23, 2015

OpenCV Programming

Feb 22, 2015

Feature Detection and Extraction

Feb 20, 2015

OpenCV Programming

Machine Learning and Statistical Learning

Feb 19, 2015

Machine Learning

Machine Learning and Statistical Learning

Intrinsic Images / Image Super-resolutions

Feb 17, 2015

Visual Tracking / Nearest Neighbor Field Estimation

Jan 25, 2015

General Purpose Computer Vision Library

Jan 23, 2015

Computer Vision

Recent Conference Talks

Jan 22, 2015

Optimization

Jan 19, 2015

Fundamentals

Conference papers on the web

Survey Papers

Computer Vision

3D Computer Vision

Machine Learning

Optimization

Deep Learning

External Resource Links

General Purpose Computer Vision Library

Multiple-view Computer Vision

Feature Detection and Extraction

Low-level Vision / Stereo Vision

Low-level Vision / Optical Flow

Low-level Vision / Image Deblurring

Low-level Vision / Alpha Matting

Low-level Vision / Image Pyramid

Contour Detection and Image Segmentation / Edge-preserving image processing

Interactive Image Segmentation / Edge-preserving image processing

Video Segmentation / Edge-preserving image processing

Simultaneous localization and mapping / SLAM community:

Simultaneous localization and mapping / Localization & Mapping:

Single-view Spatial Understanding / Localization & Mapping:

Object Detection / Localization & Mapping:

Nearest Neighbor Search / General purpose nearest neighbor search

Nearest Neighbor Search / Nearest Neighbor Field Estimation

Visual Tracking / Image Super-resolutions

External Dataset Link Collection / Nearest Neighbor Field Estimation

Low-level Vision / Image Super-resolutions

Intrinsic Images / Image Super-resolutions

Material Recognition / Image Super-resolutions

Multi-view Reconsturction / Image Super-resolutions

Visual Surveillance / Image Super-resolutions

Change detection / Image Super-resolutions

Visual Recognition / Object Detection

Visual Recognition / Image Classification

Visual Recognition / Scene Recognition

Image Captioning / Image Deblurring

Visual Recognition / Semantic labeling

Visual Recognition / Multi-view Object Detection

Visual Recognition / Fine-grained Visual Recognition

Visual Recognition / Pedestrian Detection

Action Recognition / Video-based

Action Recognition / Image Deblurring

Resource link collection / Image Deblurring

Writing / Image Deblurring

Presentation / Image Deblurring

Research / Image Deblurring

Time Management / Image Deblurring

Links / Image Deblurring

Jan 18, 2015

Computer Vision

Machine Learning and Statistical Learning

Optimization

Conference papers on the web

3D Computer Vision

Internet Vision

Computational Photography

Learning and Vision

Object Recognition

Graphical Models

Machine Learning

Deep Learning

Feature Detection and Extraction

Low-level Vision / Image Completion

Low-level Vision / Alpha Matting

Low-level Vision / Edge-preserving image processing

Contour Detection and Image Segmentation / Edge-preserving image processing

Jan 17, 2015

General Purpose Computer Vision Library

Low-level Vision / Optical Flow

Low-level Vision / Image Completion

Object Detection / Localization & Mapping:

Jan 16, 2015

Computer Vision

OpenCV Programming

Machine Learning

Computational Photography

Optimization

Conference papers on the web

General Purpose Computer Vision Library

Multiple-view Computer Vision

Camera calibration / Edge-preserving image processing

Visual Tracking / Nearest Neighbor Field Estimation

Songs / Image Deblurring