Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

Text recognition (optical character recognition) with deep learning methods, ICCV 2019

A collection of original, innovative ideas and algorithms towards Advanced Literate Machinery. This project is maintained by the OCR Team in the Language Technology Lab, Tongyi Lab, Alibaba Group.

OpenOCR: An Open-Source Toolkit for General-OCR Research and Applications, integrates a unified training and evaluation benchmark, commercial-grade OCR and Document Parsing systems, and faithful reproductions of the core implementations from a wide range of academic papers.

TextBoxes++: A Single-Shot Oriented Scene Text Detector

Total Text Dataset. It consists of 1555 images with more than 3 different text orientations: Horizontal, Multi-Oriented, and Curved, one of a kind.

Scene Text Recognition with Permuted Autoregressive Sequence Models (ECCV 2022)

MORAN: A Multi-Object Rectified Attention Network for Scene Text Recognition

FOTS Pytorch Implementation

Code for the AAAI 2018 publication "SEE: Towards Semi-Supervised End-to-End Scene Text Recognition"

Official Implementation of SynthTIGER (Synthetic Text Image Generator), ICDAR 2021

A scene text recognition toolbox based on PyTorch

Code for the paper "MASTER: Multi-Aspect Non-local Network for Scene Text Recognition" (Pattern Recognition 2021)

A paper collection of recent diffusion models for text-image generation tasks, e,g., visual text generation, font generation, text removal, text image super resolution, text editing, handwritten generation, scene text recognition and scene text detection.

Image transformations designed for Scene Text Recognition (STR) data augmentation. Published at ICCV 2021 Workshop on Interactive Labeling and Data Augmentation for Vision.

A collection of OCR-related datasets

[ICCV 2023] Code base for Revisiting Scene Text Recognition: A Data Perspective

Scene Text Recognition (STR) methods trained with fewer real labels (CVPR 2021)

text_recognition_toolbox: The reimplementation of a series of classical scene text recognition papers with Pytorch in a uniform way.

Scene text detection and recognition based on Extremal Region(ER)

Dictionary-guided Scene Text Recognition (CVPR-2021)

[ICCV2023] Self-supervised Character-to-Character Distillation for Text Recognition

Convolutional Recurrent Neural Network(CRNN) for End-to-End Text Recognition - TensorFlow 2

MASTER

Convolutional recurrent neural network for scene text recognition or OCR in Keras

multi-task learning for text recognition with joint CTC-attention

RodoSol-ALPR: a dataset for license plate detection and recognition that includes 20K images of vehicles with Brazilian/Mercosur license plates.

Code for the paper "KISS: Keeping it Simple for Scene Text Recognition"

[CVPR2023] Self-supervised Implicit Glyph Attention for Text Recognition

Tracking the latest progress in Scene Text Detection and Recognition: Must-read papers well organized with code and dataset