Gluon-OCR provides implementations of deep learning models in text detection and recognition.
- Various text detection algorithms: EAST, CLRS, DB
- Various text recognition algorithms: CRNN, RARE
- Installation
- Quick Start
- Algorithm introduction
- Model training/evaluation
- Deployment
- Datasets
[1]. https://github.com/PaddlePaddle/PaddleOCR
[2]. https://github.com/dmlc/gluon-cv
[3]. EAST: an efficient and accurate scene text detector
[4]. Real-time Scene Text Detection with Differentiable Binarization
[5]. Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation
[6]. An End-to-End Trainable Neural Network for Image-based Sequence Recognition and Its Application to Scene Text Recognition
[7]. Robust Scene Text Recognition with Automatic Rectification