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
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📦 113
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📦 28
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📦 32
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📦 49
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📦 60
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📦 63
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📦 80
Configuration Management
📦 42
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📦 175
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📦 213
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📦 78
Data Processing
📦 276
Data Storage
📦 135
Economics
📦 64
Frameworks
📦 215
Games
📦 129
Graphics
📦 110
Hardware
📦 152
Integrated Development Environments
📦 49
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📦 166
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📦 29
Libraries
📦 129
Lists Of Projects
📦 22
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📦 347
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📦 55
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📦 239
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📦 100
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📦 396
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📦 27
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📦 72
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📦 72
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📦 133
Text Editors
📦 49
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📦 136
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📦 330
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📦 514
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📦 71
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📦 42
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📦 26
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📦 210