scene-text-detection

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.

ocr computer-vision artificial-intelligence text-recognition document text-detection document-analysis end-to-end-ocr multimodal scene-text-recognition multimodal-deep-learning scene-text-detection vision-language document-understanding scene-text-detection-recognition document-recognition document-intelligence documentai vision-language-transformer vision-language-model

UpdatedApr 9, 2025
C++

MhLiao /TextBoxes_plusplus

Star958

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

ocr scene-text scene-text-recognition scene-text-detection

UpdatedOct 22, 2023
C++

OpenOCR: A general OCR system with accuracy and efficiency. Supporting 24 Scene Text Recognition methods trained from scratch on large-scale real datasets, and will continue to add the latest methods.

ocr scene-text-recognition scene-text-detection ocr-pytorch chineseocr

UpdatedDec 4, 2025
Python

breezedeus /CnSTD

Star772

CnSTD: 基于 PyTorch/MXNet 的中文/英文场景文字检测（Scene Text Detection）、数学公式检测（Mathematical Formula Detection, MFD）、篇章分析（Layout Analysis）的Python3 包

python ocr deep-learning pytorch object-detection text-detection scene-text-detection math-formula-detection

UpdatedJun 27, 2025
Python

cs-chan /Total-Text-Dataset

Star761

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

dataset text-recognition text-detection scene-text scene-text-recognition scene-text-detection text-detection-recognition icdar total-text curve-text

UpdatedOct 5, 2023
MATLAB

ying09 /TextFuseNet

Star485

A PyTorch implementation of "TextFuseNet: Scene Text Detection with Richer Fused Features".

scene-text-detection

UpdatedJul 2, 2021
Python

dmMaze /comic-text-detector

Star305

Manga&Comic text detection

ocr computer-vision deep-learning anime comics weak-supervision object-detection scene-text-detection weakly-supervised-segmentation manga-translation

UpdatedAug 13, 2023
Python

yeungchenwa /Recommendations-Diffusion-Text-Image

Star265

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.

awesome text super-resolution text-to-image handwritten text-editing scene-text-recognition scene-text-detection diffusion-models text-image font-generation text-removal

UpdatedDec 19, 2024

janzd /EAST

Star213

Implementation of EAST scene text detector in Keras

keras scene-text scene-text-detection

UpdatedNov 22, 2022
Python

xinke-wang /OCRDatasets

Star201

A collection of OCR-related datasets

ocr documents datasets scene-text-recognition scene-text-detection

UpdatedSep 7, 2022

ymy-k /DPText-DETR

Star198

[AAAI'23 Oral] DPText-DETR: Towards Better Scene Text Detection with Dynamic Points in Transformer

scene-text-detection detection-transformer dynamic-point-query

UpdatedAug 31, 2023
Python

s3nh /text-detector

Sponsor

Star180

Tool which allow you to detect and translate text.

nlp recognition deep-learning text craft pytorch text-recognition text-processing ocr-recognition crnn scene-text-detection scene-text-detectors

UpdatedSep 10, 2019
Python

HsiehYiChia /Scene-text-recognition

Star167

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

classifier opencv machine-learning algorithm ocr computer-vision svm detection image-processing text-recognition spelling-checker adaboost chaincode cascade-classifier mser lbp canny non-maximum-suppression scene-text-recognition scene-text-detection

UpdatedMay 11, 2020
C++

HCIILAB /DeRPN

Star157

A novel region proposal network for more general object detection ( including scene text detection ).

detection rpn object-detection text-detection object-proposals region-proposals scene-text scene-text-detection

UpdatedMar 13, 2019
Python

Neerajj9 /Text-Detection-using-Yolo-Algorithm-in-keras-tensorflow

Star151

Implemented the YOLO algorithm for scene text detection in keras-tensorflow (No object detection API used) The code can be tweaked to train for a different object detection task using YOLO.

python computer-vision deep-learning tensorflow keras yolo object-detection text-detection keras-tensorflow yolov2 scene-text-detection