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The Top 273 Text Detection Open Source Projects

Categories > Machine Learning > Text Detection
Text Detection Ctpn ⭐ 3,200
text detection mainly based on ctpn model in tensorflow, id card detect, connectionist text proposal network
most recent commit a year ago
Adelaidet ⭐ 2,869
AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.
most recent commit 2 months ago
East ⭐ 2,831
A tensorflow implementation of EAST text detector
most recent commit 6 months ago
Mmocr ⭐ 2,782
OpenMMLab Text Detection, Recognition and Understanding Toolbox
dependent packages 1total releases 7most recent commit 3 days agopypi mmocr} Downloads
Awesome Deep Text Detection Recognition ⭐ 2,208
A curated list of resources for text detection/recognition (optical character recognition ) with deep learning methods.
most recent commit a year ago
Craft Pytorch ⭐ 2,011
Official implementation of Character Region Awareness for Text Detection (CRAFT)
most recent commit a year ago
Awesome Scene Text Recognition ⭐ 1,561
A curated list of resources dedicated to scene text localization and recognition
most recent commit 4 years ago
Db ⭐ 1,553
A PyTorch implementation of "Real-time Scene Text Detection with Differentiable Binarization".
most recent commit 4 months ago
Doctr ⭐ 1,291
docTR (Document Text Recognition) - a seamless, high-performing & accessible library for OCR-related tasks powered by Deep Learning.
dependent packages 1total releases 10most recent commit 5 hours agopypi python-doctr} Downloads
Ctpn ⭐ 1,248
Detecting Text in Natural Image with Connectionist Text Proposal Network (ECCV'16)
most recent commit a year ago
Psenet ⭐ 1,027
most recent commit a year ago
Keras Ocr ⭐ 1,018
A packaged and flexible version of the CRAFT text detector and Keras CRNN recognition model.
dependent packages 1total releases 31most recent commit 4 months agopypi keras-ocr} Downloads
Training_extensions ⭐ 1,014
Trainable models and NN optimization tools
most recent commit 3 days ago
Image Text Localization Recognition ⭐ 883
A general list of resources to image text localization and recognition 场景文本位置感知与识别的论文资源与实现合集 シーンテキストの位置認識と識別のための論文リソースの要約
most recent commit 2 months ago
Total Text Dataset ⭐ 636
Total Text Dataset. It consists of 1555 images with more than 3 different text orientations: Horizontal, Multi-Oriented, and Curved, one of a kind.
most recent commit 6 months ago
Awesome Ocr ⭐ 553
most recent commit 4 days ago
Dbnet.pytorch ⭐ 489
A pytorch re-implementation of Real-time Scene Text Detection with Differentiable Binarization
most recent commit a year ago
Manga Image Translator ⭐ 462
Translate manga/image 一键翻译各类图片内文字 https://touhou.ai/imgtrans/
most recent commit 4 days ago
Seglink ⭐ 457
An Implementation of the seglink alogrithm in paper Detecting Oriented Text in Natural Images by Linking Segments
most recent commit 4 years ago
Stn Ocr ⭐ 450
Code for the paper STN-OCR: A single Neural Network for Text Detection and Text Recognition
most recent commit 5 years ago
React Native Tesseract Ocr ⭐ 439
Tesseract OCR wrapper for React Native
dependent packages 1total releases 14most recent commit 7 months agonpm react-native-tesseract-ocr} Downloads
East ⭐ 419
This is a pytorch re-implementation of EAST: An Efficient and Accurate Scene Text Detector.
most recent commit 3 years ago
Psenet.pytorch ⭐ 412
A pytorch re-implementation of PSENet: Shape Robust Text Detection with Progressive Scale Expansion Network
most recent commit 2 years ago
Craft Reimplementation ⭐ 405
CRAFT-Pyotorch：Character Region Awareness for Text Detection Reimplementation for Pytorch
most recent commit 10 months ago
Tensorflow_psenet ⭐ 401
This is a tensorflow re-implementation of PSENet: Shape Robust Text Detection with Progressive Scale Expansion Network.My blog:
most recent commit 3 years ago
Ocr.pytorch ⭐ 350
A pure pytorch implemented ocr project including text detection and recognition
most recent commit 7 months ago
Pan.pytorch ⭐ 345
A unofficial pytorch implementation of PAN(PSENet2): Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network
most recent commit a year ago
Pan_pp.pytorch ⭐ 330
Official implementations of PSENet, PAN and PAN++.
most recent commit 5 months ago
Detecttext ⭐ 325
Detect text with stroke width transform.
most recent commit 7 years ago
Awesome Ocr Resources ⭐ 310
A collection of resources (including the papers and datasets) of OCR (Optical Character Recognition).
most recent commit 3 years ago
Scene Text Understanding ⭐ 309
OCR, Scene-Text-Understanding, Text Recognition
most recent commit 2 years ago
Megreader ⭐ 277
A research project for text detection and recognition using PyTorch 1.2.
most recent commit 3 years ago
Chineseaddress_ocr ⭐ 276
Photographing Chinese-Address OCR implemented using CTPN+CTC+Address Correction. 拍照文档中文地址文字识别。
most recent commit 3 years ago
Pytorchocr ⭐ 262
基于pytorch的ocr算法库，包括 psenet, pan, dbnet, sast , crnn
most recent commit a year ago
Text Detection Ocr ⭐ 203
Chinese text detection and recognition based on CTPN + DENSENET using Keras and Tensor Flow，使用keras和tensorflow基于CTPN+Densenet实现的中文文本检测和识别
most recent commit 3 years ago
Craft Remade ⭐ 172
Implementation of CRAFT Text Detection
most recent commit 3 months ago
Textdetection ⭐ 169
Vision Framework Demo on Text Detection
most recent commit 2 years ago
Worddetector ⭐ 159
Detect handwritten words (classic image processing based method).
most recent commit 9 months ago
Craft Text Detector ⭐ 157
Packaged, Pytorch-based, easy to use, cross-platform version of the CRAFT text detector
most recent commit 5 months ago
Text Detection With Frcn ⭐ 156
Text-Detection-using-py-faster-rcnn-framework
most recent commit 5 years ago
Robust Text Detection ⭐ 151
Robust Text Detection implementation based on http://www.stanford.edu/~hchen2/papers/ICIP2011_Ro
most recent commit 5 years ago
East_icpr ⭐ 150
Forked from argman/EAST for the ICPR MTWI 2018 CHALLENGE
most recent commit 4 years ago
React Native Text Detector ⭐ 148
Text Detector from image for react native using firebase MLKit on android and Tesseract on iOS
dependent packages 1total releases 6most recent commit 3 years agonpm react-native-text-detector} Downloads
Text Detection ⭐ 148
Text detection with mainly MSER and SWT
most recent commit 2 years ago
Derpn ⭐ 146
A novel region proposal network for more general object detection ( including scene text detection ).
most recent commit 4 years ago
Tedeval ⭐ 144
TedEval: A Fair Evaluation Metric for Scene Text Detectors
most recent commit a year ago
Cleval ⭐ 136
CLEval: Character-Level Evaluation for Text Detection and Recognition Tasks
most recent commit 8 months ago
Scene_text ⭐ 133
most recent commit a month ago
Detectron2 ⭐ 130
Detectron2 for Document Layout Analysis
most recent commit 2 years ago
Coco Text ⭐ 123
COCO-Text API http://vision.cornell.edu/se3/coco-text/
most recent commit 5 years ago
Craft_keras ⭐ 118
Keras implementation of Character Region Awareness for Text Detection (CRAFT)
most recent commit 3 years ago
Text Detection ⭐ 103
Text Detection System with MSER , SWT and Text Verification
most recent commit 7 years ago
Textfield ⭐ 94
TextField: Learning A Deep Direction Field for Irregular Scene Text Detection (TIP 2019)
most recent commit 4 years ago
Uied ⭐ 91
An accurate GUI element detection approach based on old-fashioned CV algorithms [Upgraded on 5/July/2021]
most recent commit 2 months ago
Ssd Text_detection ⭐ 90
A modified SSD model for text detection
most recent commit 6 years ago
Shintb ⭐ 89
Textboxes : Image Text Detection Model : python package (tensorflow)
most recent commit 5 years ago
Real Time Scene Text Detection And Recognition System ⭐ 87
End-to-end pipeline for real-time scene text detection and recognition.
most recent commit 10 months ago
Ios11 Visionframework ⭐ 84
Vision Framework IOS WWDC 2017
most recent commit 5 years ago
Keras Ctpn ⭐ 84
keras复现场景文本检测网络CPTN: 《Detecting Text in Natural Image with Connectionist Text Proposal Network》；欢迎试用，关注，并反馈问题...
most recent commit 2 years ago
Comic Translation ⭐ 76
基于深度学习的漫画翻译辅助工具，包含翻译、朗读、图像去字、自动嵌字功能。 目的是帮助非专业汉化人员完成更简单，快速的翻译任务。
most recent commit 6 months ago
Psenet ⭐ 73
keras implementation of PSENET
most recent commit 3 years ago
Summarization ⭐ 70
A sequence to sequence model for abstractive text summarization
most recent commit 5 years ago
Dbnet Lite.pytorch ⭐ 70
A pytorch re-implementation of Real-time Scene Text Detection with Differentiable Binarization
most recent commit a year ago
Real Time Text Detection Dbnet ⭐ 66
PyTorch re-implementation of ''Real-time Scene Text Detection with Differentiable Binarization'' (AAAI 2020)
most recent commit 3 years ago
Text Detection Fots.pytorch ⭐ 63
FOTS text detection branch reimplementation, hmean: 83.3%
most recent commit 3 years ago
Faster_rcnn_for_textdetection ⭐ 61
Faster_RCNN for text detection 文本检测
most recent commit a year ago
East Detector For Text Detection Using Opencv ⭐ 60
Text Detection from images using OpenCV
most recent commit a year ago
Text Detection Using Yolo Algorithm In Keras Tensorflow ⭐ 58
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.
most recent commit 3 years ago
Stela ⭐ 57
Scene Text Detection with Learned Anchor
most recent commit 3 years ago
Mcm ⭐ 57
MCM file compressor
most recent commit 5 years ago
Chinese Text Detection And Recognition ⭐ 52
Assignment of Image Analysis and Understanding
most recent commit 5 years ago
Differentiablebinarization ⭐ 49
DB (Real-time Scene Text Detection with Differentiable Binarization) implementation in Keras and Tensorflow
most recent commit 3 years ago
Yolov3 Quadrangle ⭐ 48
YOLOv3 detector with quadrangle in PyTorch
most recent commit 3 years ago
Handgesture ⭐ 46
基于Qt框架的手势识别程序，其中主要是用到了Opencv中的训练算法！属于本科水平的小项目，没有太完
most recent commit 6 years ago
Awesome Scene Text ⭐ 44
A curated list of papers and resources for scene text detection and recognition
most recent commit 3 years ago
Google Vision Sampler ⭐ 42
Code examples for Google Vision API.
most recent commit a year ago
Psenet Tensorflow ⭐ 41
TensorFlow implementation of PSENet text detector (Shape Robust Text Detection with Progressive Scale Expansion Networkt)
most recent commit 3 years ago
Eaglejumpsystem ⭐ 41
yonkoma manga management system ✨
most recent commit 6 years ago
Pytorch.ctpn ⭐ 38
pytorch, ctpn ,text detection ,ocr,文本检测
most recent commit 2 years ago
Textdetection Coreml ⭐ 37
most recent commit 4 years ago
Label_generator ⭐ 36
Training data generator for text detection
most recent commit 2 years ago
Tesseract Recognize ⭐ 35
Tool that does layout analysis and/or text recognition using tesseract and outputs the result in Page XML format
most recent commit a month ago
Mlkit Text Recognition And Entity Extraction ⭐ 34
OCR app with entity extraction with mlkit and camerax
most recent commit 2 months ago
Spark Ai Summit 2020 Text Extraction ⭐ 33
most recent commit 2 years ago
Clpr.pytorch ⭐ 32
End to End Chinese License Plate Recognition
most recent commit 3 years ago
Text Detection ⭐ 31
text detection using opencv and python
most recent commit 3 years ago
Chatbothotel ⭐ 30
A Chatbot demo for DialogFlow (Formerly called API.AI)
most recent commit 5 years ago
Keras_std_plus_plus ⭐ 28
This repository is the official implementation of `A Semantic-based Arbitrarily-Oriented Scene Text Detector`(named STD++ as it is the improved version of STD).due to lack of computing resources and time, we only tested STD++ on mtwi dataset, and we hope to perform more experiments on benchmark datasets, such as IC15,IC17,COCO-Text,MSRA-TD500,icdar2017rctw and so on.
most recent commit 3 years ago
Text Recognition ⭐ 27
Text Recognition and Detection based on Pixel-Link paper implemented in pytorch
most recent commit 3 months ago
Text_detection ⭐ 26
文本区域检测
most recent commit 5 years ago
Videotext ⭐ 25
Text detection and recognition in natural videos
most recent commit 5 years ago
Text Detection ⭐ 24
most recent commit 10 years ago
Bkai Challenge Vietnamese Ocr ⭐ 22
This is our solution dealing with BKAI challenge 😄
most recent commit 2 months ago
Rfb Text Detection ⭐ 22
A Dense Text Detection model using Receptive Field Blocks
most recent commit 3 years ago
Gaze Text Detection ⭐ 22
Text detection in natural scene images using the Stoke Width Transform.
most recent commit 10 years ago
Coo Comic Onomatopoeia ⭐ 20
COO: Comic onomatopoeia dataset (ECCV 2022)
most recent commit 10 days ago
Tda Rects ⭐ 20
A Validation Set for Text Detection Ambiguity
most recent commit 2 years ago
Awesome Scene Text Detection ⭐ 20
Tracking the latest progress in Scene Text Detection and Recognition: Must-read papers well organized with code and dataset
most recent commit a year ago
Ae_textspotter ⭐ 20
most recent commit 2 years ago
Db_text_minimal ⭐ 19
[WIP] A Pytorch implementation of DB-Text - Real-time Scene Text Detection with Differentiable Binarization
most recent commit a year ago
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