Awesome Open Source
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The Top 39 Text Detection Open Source Projects

Categories > Machine Learning > Text Detection
Text Detection Ctpn ⭐ 3,144
text detection mainly based on ctpn model in tensorflow, id card detect, connectionist text proposal network
East ⭐ 2,715
A tensorflow implementation of EAST text detector
Awesome Deep Text Detection Recognition ⭐ 2,106
A curated list of resources for text detection/recognition (optical character recognition ) with deep learning methods.
Adelaidet ⭐ 2,001
AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.
Craft Pytorch ⭐ 1,911
Official implementation of Character Region Awareness for Text Detection (CRAFT)
Awesome Scene Text Recognition ⭐ 1,619
A curated list of resources dedicated to scene text localization and recognition
Ctpn ⭐ 1,227
Detecting Text in Natural Image with Connectionist Text Proposal Network (ECCV'16)
Mmocr ⭐ 986
OpenMMLab Text Detection, Recognition and Understanding Toolbox
Training_extensions ⭐ 865
Trainable models and NN optimization tools
Keras Ocr ⭐ 818
A packaged and flexible version of the CRAFT text detector and Keras CRNN recognition model.
Image Text Localization Recognition ⭐ 795
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
Total Text Dataset ⭐ 588
Total Text Dataset. It consists of 1555 images with more than 3 different text orientations: Horizontal, Multi-Oriented, and Curved, one of a kind.
Seglink ⭐ 482
An Implementation of the seglink alogrithm in paper Detecting Oriented Text in Natural Images by Linking Segments
Tensorflow_psenet ⭐ 476
This is a tensorflow re-implementation of PSENet: Shape Robust Text Detection with Progressive Scale Expansion Network.My blog:
Dbnet.pytorch ⭐ 453
A pytorch re-implementation of Real-time Scene Text Detection with Differentiable Binarization
Psenet.pytorch ⭐ 417
A pytorch re-implementation of PSENet: Shape Robust Text Detection with Progressive Scale Expansion Network
React Native Tesseract Ocr ⭐ 382
Tesseract OCR wrapper for React Native
Craft Reimplementation ⭐ 356
CRAFT-Pyotorch：Character Region Awareness for Text Detection Reimplementation for Pytorch
Awesome Ocr Resources ⭐ 337
A collection of resources (including the papers and datasets) of OCR (Optical Character Recognition).
Megreader ⭐ 333
A research project for text detection and recognition using PyTorch 1.2.
Detecttext ⭐ 320
Detect text with stroke width transform.
Chineseaddress_ocr ⭐ 309
Photographing Chinese-Address OCR implemented using CTPN+CTC+Address Correction. 拍照文档中文地址文字识别。
Ocr.pytorch ⭐ 204
A pure pytorch implemented ocr project including text detection and recognition
React Native Text Detector ⭐ 195
Text Detector from image for react native using firebase MLKit on android and Tesseract on iOS
Textdetection ⭐ 172
Vision Framework Demo on Text Detection
Text Detection ⭐ 169
Text detection with mainly MSER and SWT
East_icpr ⭐ 154
Forked from argman/EAST for the ICPR MTWI 2018 CHALLENGE
Derpn ⭐ 153
A novel region proposal network for more general object detection ( including scene text detection ).
Pan_pp.pytorch ⭐ 146
Official implementations of PSENet, PAN and PAN++.
Craft_keras ⭐ 145
Keras implementation of Character Region Awareness for Text Detection (CRAFT)
Tedeval ⭐ 144
TedEval: A Fair Evaluation Metric for Scene Text Detectors
Craft Remade ⭐ 130
Implementation of CRAFT Text Detection
Differentiablebinarization ⭐ 110
DB (Real-time Scene Text Detection with Differentiable Binarization) implementation in Keras and Tensorflow
Textfield ⭐ 99
TextField: Learning A Deep Direction Field for Irregular Scene Text Detection (TIP 2019)
Cleval ⭐ 98
CLEval: Character-Level Evaluation for Text Detection and Recognition Tasks
Text Detection Using Yolo Algorithm In Keras Tensorflow ⭐ 91
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.
Keras Ctpn ⭐ 90
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...
Ios11 Visionframework ⭐ 85
Vision Framework IOS WWDC 2017
Chinese Text Detection And Recognition ⭐ 53
Assignment of Image Analysis and Understanding
1-39 of 39 projects
Advertising 📦 10
All Projects
Application Programming Interfaces 📦 124
Applications 📦 192
Artificial Intelligence 📦 78
Blockchain 📦 73
Build Tools 📦 113
Cloud Computing 📦 80
Code Quality 📦 28
Collaboration 📦 32
Command Line Interface 📦 49
Community 📦 83
Companies 📦 60
Compilers 📦 63
Computer Science 📦 80
Configuration Management 📦 42
Content Management 📦 175
Control Flow 📦 213
Data Formats 📦 78
Data Processing 📦 276
Data Storage 📦 135
Economics 📦 64
Frameworks 📦 215
Games 📦 129
Graphics 📦 110
Hardware 📦 152
Integrated Development Environments 📦 49
Learning Resources 📦 166
Legal 📦 29
Libraries 📦 129
Lists Of Projects 📦 22
Machine Learning 📦 347
Mapping 📦 64
Marketing 📦 15
Mathematics 📦 55
Media 📦 239
Messaging 📦 98
Networking 📦 315
Operating Systems 📦 89
Operations 📦 121
Package Managers 📦 55
Programming Languages 📦 245
Runtime Environments 📦 100
Science 📦 42
Security 📦 396
Social Media 📦 27
Software Architecture 📦 72
Software Development 📦 72
Software Performance 📦 58
Software Quality 📦 133
Text Editors 📦 49
Text Processing 📦 136
User Interface 📦 330
User Interface Components 📦 514
Version Control 📦 30
Virtualization 📦 71
Web Browsers 📦 42
Web Servers 📦 26
Web User Interface 📦 210