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https://github.com/ZumingHuang/awesome-ocr-resources
A collection of resources (including the papers and datasets) of OCR (Optical Character Recognition).
https://github.com/ZumingHuang/awesome-ocr-resources
List: awesome-ocr-resources
awesome computer-vision deep-learning end-to-end-ocr machine-learning ocr text-detection text-recognition text-segmentation video-ocr
Last synced: 5 days ago
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A collection of resources (including the papers and datasets) of OCR (Optical Character Recognition).
- Host: GitHub
- URL: https://github.com/ZumingHuang/awesome-ocr-resources
- Owner: ZumingHuang
- Created: 2018-05-21T11:48:55.000Z (about 6 years ago)
- Default Branch: master
- Last Pushed: 2023-03-19T16:01:39.000Z (over 1 year ago)
- Last Synced: 2024-05-21T17:05:43.068Z (about 2 months ago)
- Topics: awesome, computer-vision, deep-learning, end-to-end-ocr, machine-learning, ocr, text-detection, text-recognition, text-segmentation, video-ocr
- Size: 10.5 MB
- Stars: 398
- Watchers: 32
- Forks: 73
- Open Issues: 2
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Metadata Files:
- Readme: README.md
Lists
- awesome-stars - ZumingHuang/awesome-ocr-resources - A collection of resources (including the papers and datasets) of OCR (Optical Character Recognition). (Others)
README
# OCR Resources
[](https://github.com/sindresorhus/awesome)
This repository contains a collection of resources (including the papers and datasets) of OCR (Optical Character Recognition).
## Contents
### Papers by Year
- [2019-2022](papers/papers_by_year/2019-2022.md)
- [2015-2018](papers/papers_by_year/2015-2018.md)
- [2011-2014](papers/papers_by_year/2011-2014.md)
- [before-2010](papers/papers_by_year/before-2010.md)
### Papers by Topics
- [overview](papers/papers_by_topics/overview.md)
- [text-image-preprocessing](papers/papers_by_topics/text-image-preprocessing.md)
- [text-detection](papers/papers_by_topics/text-detection.md)
- [text-recognition](papers/papers_by_topics/text-recognition.md)
- [text-segmentation](papers/papers_by_topics/text-segmentation.md)
- [end-to-end-ocr](papers/papers_by_topics/end-to-end-ocr.md)
- [video-ocr](papers/papers_by_topics/video-ocr.md)
- [document-image-understanding](papers/papers_by_topics/document-image-understanding.md)
- [others](papers/papers_by_topics/others.md)
### Papers by Conferences and Journals
- [CVPR: IEEE Conference on Computer Vision and Pattern Recognition](papers/papers_by_conferences_and_journals/CVPR.md)
- [ICCV: International Conference on Computer Vision](papers/papers_by_conferences_and_journals/ICCV.md)
- [ECCV: European Conference on Computer Vision](papers/papers_by_conferences_and_journals/ECCV.md)
- [NIPS: Neural Information Processing Systems](papers/papers_by_conferences_and_journals/NIPS.md)
- [ICLR: International Conference on Learning Representations](papers/papers_by_conferences_and_journals/ICLR.md)
- [AAAI: Association for the Advancement of Artificial Intelligence](papers/papers_by_conferences_and_journals/AAAI.md)
- [IJCAI: International Joint Conference on Artificial Intelligence](papers/papers_by_conferences_and_journals/IJCAI.md)
- [ICDAR: International Conference on Document Analysis and Recognition](papers/papers_by_conferences_and_journals/ICDAR.md)
- [TPAMI: IEEE Transactions on Pattern Analysis and Machine Intelligence](papers/papers_by_conferences_and_journals/TPAMI.md)
- [IJCV: International Journal of Computer Vision](papers/papers_by_conferences_and_journals/IJCV.md)
- [TIP: IEEE Transactions on Image Processing](papers/papers_by_conferences_and_journals/TIP.md)
- [TMM: IEEE Transactions on Multimedia](papers/papers_by_conferences_and_journals/TMM.md)
### Datasets
- [Synthetic Data](datasets/SYNTH_DATA)
- [ICDAR Data](datasets/ICDAR_DATA)
- [Irregular Data](datasets/IRREGULAR_DATA)
- [Video Data](datasets/VIDEO_DATA)
- [Others](datasets/Others)
### APIs
TODO
## References
- HCIILAB Scene-Text-Detection. [https://github.com/HCIILAB/Scene-Text-Detection](https://github.com/HCIILAB/Scene-Text-Detection)
- HCIILAB Scene-Text-Recognition. [https://github.com/HCIILAB/Scene-Text-Recognition](https://github.com/HCIILAB/Scene-Text-Recognition)
- HCIILAB Scene-Text-End2end. [https://github.com/HCIILAB/Scene-Text-End2end](https://github.com/HCIILAB/Scene-Text-End2end)
- A general list of resources to image text localization and recognition. [https://github.com/whitelok/image-text-localization-recognition](https://github.com/whitelok/image-text-localization-recognition)
- A curated list of resources dedicated to scene text localization and recognition. [https://github.com/chongyangtao/Awesome-Scene-Text-Recognition](https://github.com/chongyangtao/Awesome-Scene-Text-Recognition)
- A curated list of resources for text detection/recognition (optical character recognition ) with deep learning methods. [https://github.com/hwalsuklee/awesome-deep-text-detection-recognition](https://github.com/hwalsuklee/awesome-deep-text-detection-recognition)
- Tracking the latest progress in Scene Text Detection and Recognition: Must-read papers well organized. [https://github.com/Jyouhou/SceneTextPapers](https://github.com/Jyouhou/SceneTextPapers)
- Links to awesome OCR projects. [https://github.com/kba/awesome-ocr](https://github.com/kba/awesome-ocr)
- A curated list of promising OCR resources. [https://github.com/wanghaisheng/awesome-ocr](https://github.com/wanghaisheng/awesome-ocr)