awesome-computer-vision-resources
A structured learning reference for computer vision: from image fundamentals to research frontiers
https://github.com/mawady/awesome-computer-vision-resources
Last synced: 10 days ago
JSON representation
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Annotation Tools
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Conferences
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Who this is for
- CVPR - volume top-tier CV venue [[dblp](https://dblp.org/streams/conf/cvpr)]
- ICML
- ECCV
- ACMMM
- WACV
- IROS
- ISBI
- BMVC
- ICPR
- ACCV
- ICASSP
- ICIP
- VISAPP
- ACIVS
- EUSIPCO
- VCIP
- CAIP
- ICISP
- ICIAR
- ICVS
- MIUA - focused medical imaging [[dblp](https://dblp.org/streams/conf/miua)]
- EUVIP
- CIC
- CVCS
- ACMMM
- ICPR
- ACCV
- ICIP
- ACIVS
- VCIP
- CAIP
- ICISP
- ICIAR
- ICVS
- NeurIPS
- ICIAR
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Courses
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Who this is for
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- Introduction to Computer Vision
- Advances in Computer Vision
- Computer Vision
- Computer Vision
- Advanced Computer Vision
- Advanced Deep Learning for Computer Vision - Taixé / Matthias Niessner | Technical University of Munich |
- Introduction to Digital Image Processing
- Quantitative Imaging
- Convolutional Neural Networks for Visual Recognition - Fei Li | Stanford University |
- Machine Learning for Robotics and Computer Vision
- Multiple View Geometry
- Variational Methods for Computer Vision
- Image and video processing - | Guillermo Sapiro | Duke University|
- Introduction to Computer Vision - | Aaron Bobick / Irfan Essa | Udacity |
- Advances in Computer Vision
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Dataset Collections
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Tags: Object Classification `[ObjCls]`, Object Detection `[ObjDet]`, Object Segmentation `[ObjSeg]`, General Library `[GenLib]`, Text Reading / Object Character Recognition `[OCR]`, Action Recognition `[ActRec]`, Object Tracking `[ObjTrk]`, Data Augmentation `[DatAug]`, Simultaneous Localization and Mapping `[SLAM]`, Outlier/Anomaly/Novelty Detection `[NvlDet]`, Content-based Image Retrieval `[CBIR]`, Image Enhancement `[ImgEnh]`, Aesthetic Assessment `[AesAss]`, Explainable Artificial Intelligence `[XAI]`, Text-to-Image Generation `[TexImg]`, Pose Estimation `[PosEst]`, Video Matting `[VidMat]`, Eye Tracking `[EyeTrk]`
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Journals
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Who this is for
- IEEE TPAMI - prestige journal in CV/ML; publishes foundational and survey work [[dblp](https://dblp.org/streams/journals/pami)] [[scimago](https://www.scimagojr.com/journalsearch.php?q=24254&tip=sid)]
- IEEE TIP - level vision [[dblp](https://dblp.org/streams/journals/tip)] [[scimago](https://www.scimagojr.com/journalsearch.php?q=25534&tip=sid)]
- IEEE TMI
- IJCV - form CV research [[dblp](https://dblp.org/streams/journals/ijcv)] [[scimago](https://www.scimagojr.com/journalsearch.php?q=72242&tip=sid)]
- IEEE TCSVT
- IEEE TVCG
- IEEE RAL - track letters; papers often presented at ICRA or IROS [[dblp](https://dblp.org/streams/journals/ral)] [[scimago](https://www.scimagojr.com/journalsearch.php?q=21100900379&tip=sid)]
- Springer NCA
- Elsevier CMPB
- Elsevier IVC
- Elsevier JVCIR
- Springer JMIV
- SPIE JEI
- IET Image Processing - ipr)] [[scimago](https://www.scimagojr.com/journalsearch.php?q=5400152646&tip=sid)]
- Springer PAA
- Springer MVA
- IET Computer Vision - cvi)] [[scimago](https://www.scimagojr.com/journalsearch.php?q=7000153231&tip=sid)]
- IEEE Access
- MDPI Journal of Imaging
- Elsevier MedIA
- Elsevier PR
- Elsevier CVIU
- Elsevier ESWA
- Elsevier Neurocomputing
- Elsevier CMIG
- Elsevier CMPB
- Elsevier CBM
- Elsevier PRL - format work [[dblp](https://dblp.org/streams/journals/prl)] [[scimago](https://www.scimagojr.com/journalsearch.php?q=24825&tip=sid)]
- Elsevier JVCIR
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Mailing Lists
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Tags: Object Classification `[ObjCls]`, Object Detection `[ObjDet]`, Object Segmentation `[ObjSeg]`, General Library `[GenLib]`, Text Reading / Object Character Recognition `[OCR]`, Action Recognition `[ActRec]`, Object Tracking `[ObjTrk]`, Data Augmentation `[DatAug]`, Simultaneous Localization and Mapping `[SLAM]`, Outlier/Anomaly/Novelty Detection `[NvlDet]`, Content-based Image Retrieval `[CBIR]`, Image Enhancement `[ImgEnh]`, Aesthetic Assessment `[AesAss]`, Explainable Artificial Intelligence `[XAI]`, Text-to-Image Generation `[TexImg]`, Pose Estimation `[PosEst]`, Video Matting `[VidMat]`, Eye Tracking `[EyeTrk]`
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Programming Languages
Categories
Conferences
85
Journals
79
Repos
61
YouTube Channels
41
Courses
17
Online Courses
16
Misc
13
Dataset Collections
11
Popular Articles
11
Reference Books
10
Python Libraries
9
YouTube Playlists
9
Thanks
8
Annotation Tools
7
MATLAB Libraries
6
Summer Schools
6
Rust Libraries
4
Mailing Lists
3
Task Management Tools
1
Uni Courses
1
Sub Categories
Who this is for
98
Tags: Object Classification `[ObjCls]`, Object Detection `[ObjDet]`, Object Segmentation `[ObjSeg]`, General Library `[GenLib]`, Text Reading / Object Character Recognition `[OCR]`, Action Recognition `[ActRec]`, Object Tracking `[ObjTrk]`, Data Augmentation `[DatAug]`, Simultaneous Localization and Mapping `[SLAM]`, Outlier/Anomaly/Novelty Detection `[NvlDet]`, Content-based Image Retrieval `[CBIR]`, Image Enhancement `[ImgEnh]`, Aesthetic Assessment `[AesAss]`, Explainable Artificial Intelligence `[XAI]`, Text-to-Image Generation `[TexImg]`, Pose Estimation `[PosEst]`, Video Matting `[VidMat]`, Eye Tracking `[EyeTrk]`
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Keywords
deep-learning
40
machine-learning
29
python
27
pytorch
23
computer-vision
22
object-detection
16
image-processing
14
artificial-intelligence
9
data-science
9
image-classification
8
tensorflow
6
neural-network
6
keras
5
image-segmentation
4
ai
4
interpretability
4
detection
4
semantic-segmentation
4
instance-segmentation
4
image-annotation
4
explainable-ai
3
caffe
3
data-engineering
3
image
3
visualization
3
c-plus-plus
3
unsupervised-learning
3
outlier-detection
3
data-mining
3
transformer
3
dataset
3
ocr
3
crnn
3
segmentation
3
yolo
3
xai
2
augmentation
2
metrics
2
outlier-ensembles
2
outlier
2
graph-neural-networks
2
fraud-detection
2
grad-cam
2
awesome-list
2
awesome
2
anomaly-detection
2
mlops
2
robotics
2
cpp
2
image-analysis
2