awesome-transformer-ocr
This repository is created to share current progress of transformer based optical character recognition(OCR). Welcome to share~
https://github.com/EriCongMa/awesome-transformer-ocr
Last synced: about 9 hours ago
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Table Of Contents
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Code Collection
- TextSnake
- caffe_ocr
- imgtxtenh - Tool for enhancing noisy scanned text images
- clovaai/*deep*-*text*-recognition-benchmark
- TrOCR
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Related Awesome Resource
- PaddlePaddle/Paddle*OCR*
- hwalsuklee/*awesome*-deep-text-detection-recognition
- kba/*awesome*-*ocr*
- wanghaisheng/*awesome*-*ocr*
- Jyouhou
- TianzhongSong - SynthText](https://github.com/TianzhongSong/awesome-SynthText)**
- ZumingHuang - ocr-resources](https://github.com/ZumingHuang/awesome-ocr-resources)**
- whitelok - text-localization-recognition](https://github.com/whitelok/image-text-localization-recognition)**
- janzd - scene-text](https://github.com/janzd/awesome-scene-text)**
- jackyjsy - sign-language-recognition](https://github.com/jackyjsy/awesome-sign-language-recognition)**
- ![Star History Chart - history.com/#EriCongMa/awesome-transformer-ocr&Timeline)
- ![Star History Chart - history.com/#EriCongMa/awesome-transformer-ocr&Timeline)
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Papers for Transformer based OCR
- *NRTR*: A No-*Recurrence* *Sequence*-to-*Sequence* *Model* for *Scene* *Text* *Recognition*
- A *Simple* and *Robust* *Convolutional*-*Attention* *Network* for *Irregular* *Text* *Recognition*
- Transformer-based HTR for Historical Documents
- *TrOCR*: *Transformer*-*based* *Optical* *Character* *Recognition* with *Pre*-*trained* *Models*
- *Visual*-*Semantic* *Transformer* for *Scene* *Text* *Recognition*
- Transformer for Handwritten Text Recognition Using Bidirectional Post-decoding
- Rescoring Sequence-to-Sequence Models for Text Line Recognition with CTC-Prefixes
- *Utilizing* *Resource*-*Rich* *Language* *Datasets* for *End*-to-*End* *Scene* *Text* *Recognition* in *Resource*-*Poor**Languages*
- *TRIG*: *Transformer*-*Based* *Text* *Recognizer* with *Initial* *Embedding* *Guidance*
- Vision Transformer for Fast and Efficient Scene Text Recognition
- *MASTER*: *Multi*-*Aspect* *Non*-*local* *Network* for *Scene* *Text* *Recognition*
- Bidirectional Scene Text Recognition with a Single Decoder
- Pay Attention to What You Read: Non-recurrent Handwritten Text-Line Recognition
- Text Recognition in Images Based on Transformer with Hierarchical Attention
- A *holistic* *representation* *guided* *attention* *network* for *scene* *text* *recognition*
- Transformer-based HTR for Historical Documents
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Survey
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Papers for Non-Transformer based OCR or OCR related
- *Decoupling* *Visual*-*Semantic* *Feature* *Learning* for *Robust* *Scene* *Text* *Recognition*
- *Beyond* *OCR* + *VQA*: *Involving* *OCR* into the *Flow* for *Robust* and *Accurate* *TextVQA*
- *STRIVE*: *Scene* *Text* *Replacement* In *Videos*
- *From* *Two* to *One*: A *New* *Scene* *Text* *Recognizer* with *Visual* *Language* *Modeling* *Network*
- *Towards* the *Unseen*: *Iterative* *Text* *Recognition* by *Distilling* *from* *Errors*
- *Text* is *Text*, No *Matter* *What*: *Unifying* *Text* *Recognition* *using* *Knowledge* *Distillation*
- *Joint* *Visual* *Semantic* *Reasoning*: *Multi*-*Stage* *Decoder* for *Text* *Recognition*
- *Dictionary*-*guided* *Scene* *Text* *Recognition*
- *Implicit* *Feature* *Alignment*: *Learn* to *Convert* *Text* *Recognizer* to *Text* *Spotter*
- *TextOCR*: *Towards* *large*-*scale* *end*-to-*end* *reasoning* for *arbitrary*-*shaped* *scene* *text*
- *Primitive* *Representation* *Learning* for *Scene* *Text* *Recognition*
- *What* If *We* *Only* *Use* *Real* *Datasets* for *Scene* *Text* *Recognition*? *Toward* *Scene* *Text* *Recognition* With *Fewer* *Labels*
- *Handwriting* *Transformers*
- *MetaHTR*: *Towards* *Writer*-*Adaptive* *Handwritten* *Text* *Recognition*
- A *Multiplexed* *Network* for *End*-to-*End*, *Multilingual* *OCR*
- *Sequence*-to-*Sequence* *Contrastive* *Learning* for *Text* *Recognition*
- *TAP*: *Text*-*Aware* *Pre*-*training* for *Text*-*VQA* and *Text*-*Caption*
- *Decoupled* *Attention* *Network* for *Text* *Recognition*
- *What* Is *Wrong* With *Scene* *Text* *Recognition* *Model* *Comparisons*? *Dataset* and *Model* *Analysis*
- *Evaluating* *Sequence*-to-*Sequence* *Models* for *Handwritten* *Text* *Recognition*
- An Efficient End-to-End Neural Model for Handwritten Text Recognition
- *Gated* *Convolutional* *Recurrent* *Neural* *Networks* for *Multilingual* *Handwriting* *Recognition*
- An *End*-to-*End* *Trainable* *Neural* *Network* for *Image*-*Based* *Sequence* *Recognition* and *Its* *Application* to *Scene* *Text* *Recognition*
- *Rethinking* *Text* *Line* *Recognition* *Models*
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Dataset Collection
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Competition
Programming Languages
Categories
Sub Categories
Keywords
ocr
4
crnn
2
text-recognition
2
ocr-recognition
2
deep-learning
2
ctc
1
densenet
1
lstm
1
res-lstm
1
chineseocr
1
db
1
ocrlite
1
awesome-list
1
awesome-lists
1
ocr-detection
1
ocr-paper
1
ocr-paper-list
1
ocr-papers
1
text-detection
1
text-detection-recognition
1
grcnn
1
iccv2019
1
r2am
1
rare
1
recognition
1
rosetta
1
scene-text
1
scene-text-recognition
1
star-net
1