Ecosyste.ms: Repos

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GitHub topics: scene-text

clovaai/deep-text-recognition-benchmark

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

Language: Jupyter Notebook - Size: 3 MB - Last synced: 1 day ago - Pushed: 3 months ago - Stars: 3,649 - Forks: 1,071

cs-chan/Total-Text-Dataset

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

Language: MATLAB - Size: 16 MB - Last synced: 7 days ago - Pushed: 8 months ago - Stars: 728 - Forks: 141

JaidedAI/EasyOCR

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

Language: Python - Size: 154 MB - Last synced: 12 days ago - Pushed: 12 days ago - Stars: 22,193 - Forks: 2,951

ofnote/IndicSynthText Fork of ankush-me/SynthText

Code for generating synthetic text images in Indic languages. Based on Ankush et al. CVPR'16.

Language: Python - Size: 3.73 MB - Last synced: 15 days ago - Pushed: almost 4 years ago - Stars: 1 - Forks: 1

clovaai/synthtiger

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

Language: Python - Size: 18.7 MB - Last synced: 15 days ago - Pushed: 7 months ago - Stars: 426 - Forks: 83

Canjie-Luo/Text-Image-Augmentation

Geometric Augmentation for Text Image

Language: C++ - Size: 152 KB - Last synced: 7 days ago - Pushed: about 4 years ago - Stars: 477 - Forks: 89

chunchet-ng/signboard_ocr

A demo for OCR on Signboard (ArT dataset) using PaddleOCR' EAST + CRNN, MMOCR's ASTER and CRAFT.

Language: Jupyter Notebook - Size: 14.2 MB - Last synced: 28 days ago - Pushed: 28 days ago - Stars: 0 - Forks: 2

Naosekpam/IIITG-MLRIT2022-Scene-Text

A multi-label language identification dataset based on regional Indian languages. It contains 5 languages (Hindi, Bengali, Malayalam, Kannada, and English) with the presence of two scripts per image (implying the multi-linguality). The dataset is diverse in nature with the existence of curved, perspective distorted, and multi-oriented text in addition to the horizontal text. This diversity is achieved by applying various image transformation techniques such as affine, arcs, and perspective distortion with different angular degrees. The dataset is harvested from multiple sources: captured from mobile cameras, existing datasets, and web sources.

Size: 3.56 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

Lenubolim/TextDiff

Official code implementation of " TextDiff: Mask-Guided Residual Diffusion Models for Scene Text Image "

Size: 690 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 18 - Forks: 0

janzd/CRNN

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

Language: Python - Size: 69.3 KB - Last synced: about 1 month ago - Pushed: about 3 years ago - Stars: 120 - Forks: 32

Canjie-Luo/MORAN_v2

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

Language: Python - Size: 2.63 MB - Last synced: 3 months ago - Pushed: over 1 year ago - Stars: 615 - Forks: 151

MhLiao/MaskTextSpotterV3

The code of "Mask TextSpotter v3: Segmentation Proposal Network for Robust Scene Text Spotting"

Language: Python - Size: 892 KB - Last synced: 3 months ago - Pushed: over 2 years ago - Stars: 574 - Forks: 121

MhLiao/TextBoxes_plusplus

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

Language: C++ - Size: 3.51 MB - Last synced: 3 months ago - Pushed: 7 months ago - Stars: 945 - Forks: 279

bgshih/aster

Recognizing cropped text in natural images.

Language: Python - Size: 358 KB - Last synced: 3 months ago - Pushed: about 1 year ago - Stars: 714 - Forks: 192

Yuliang-Liu/Curve-Text-Detector

This repository provides train＆test code, dataset, det.&rec. annotation, evaluation script, annotation tool, and ranking.

Language: Jupyter Notebook - Size: 27.9 MB - Last synced: 3 months ago - Pushed: almost 4 years ago - Stars: 627 - Forks: 156

janzd/EAST

Implementation of EAST scene text detector in Keras

Language: Python - Size: 1.42 MB - Last synced: 7 days ago - Pushed: over 1 year ago - Stars: 213 - Forks: 73

HCIILAB/DeRPN

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

Language: Python - Size: 9.48 MB - Last synced: 3 months ago - Pushed: about 5 years ago - Stars: 155 - Forks: 46

janzd/awesome-scene-text

A curated list of papers and resources for scene text detection and recognition

Size: 39.1 KB - Last synced: 5 days ago - Pushed: over 4 years ago - Stars: 45 - Forks: 10

YukangWang/TextField

TextField: Learning A Deep Direction Field for Irregular Scene Text Detection (TIP 2019)

Language: C++ - Size: 2.37 MB - Last synced: 3 months ago - Pushed: about 5 years ago - Stars: 99 - Forks: 25

dafanghe/DeepSceneTextReader

This is a c++ project deploying a deep scene text reading pipeline with tensorflow. It reads text from natural scene images. It uses frozen tensorflow graphs. The detector detect scene text locations. The recognizer reads word from each detected bounding box.

Language: C++ - Size: 1.06 MB - Last synced: 3 months ago - Pushed: over 5 years ago - Stars: 49 - Forks: 18

BestSonny/SSTD

Single Shot Text Detector with Regional Attention

Language: C++ - Size: 4.15 MB - Last synced: 3 months ago - Pushed: about 6 years ago - Stars: 212 - Forks: 78

ayumiymk/aster.pytorch

ASTER in Pytorch

Language: Python - Size: 117 KB - Last synced: 7 months ago - Pushed: over 2 years ago - Stars: 630 - Forks: 166

FSP1020/SimpleVisionML

Making machine learning and computer vision simple.

Language: Python - Size: 28.3 KB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 2 - Forks: 0

dafanghe/Tensorflow_SceneText_Oriented_Box_Predictor

This project modify tensorflow object detection api code to predict oriented bounding boxes. It can be used for scene text detection.

Language: Python - Size: 893 KB - Last synced: 3 months ago - Pushed: over 5 years ago - Stars: 28 - Forks: 13

denabazazian/scene_text_segmentation

Pytorch implementation for pixel-wise scene text segmentation based on DeepLabV3+

Language: Python - Size: 559 KB - Last synced: 11 months ago - Pushed: over 4 years ago - Stars: 7 - Forks: 3

ankanbhunia/AttenScriptNetPR

Script identification in natural scene image and video frames using an attention based Convolutional-LSTM network (Pattern Recognition, 2019)

Language: Jupyter Notebook - Size: 5.85 MB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 13 - Forks: 5

denabazazian/wordSpotting_characterRecognition

A Word Spotting Method in Scene Images based on Character Recognition

Language: Python - Size: 41 KB - Last synced: 11 months ago - Pushed: over 5 years ago - Stars: 5 - Forks: 2

Related Keywords
scene-text 27 scene-text-recognition 11 deep-learning 9 scene-text-detection 8 ocr 8 text-recognition 7 pytorch 5 text-detection 5 recognition 4 computer-vision 3 machine-learning 3 detection 3 object-detection 2 image-processing 2 text-detection-recognition 2 optical-character-recognition 2 python 2 dataset 2 scene-text-detection-recognition 2 crnn 2 keras 2 ocr-recognition 2 attention-mechanism 2 fcn 1 end-to-end-ocr 1 deployment 1 awesome-list 1 super-resolution 1 awesome 1 rpn 1 image-deformation 1 region-proposals 1 object-proposals 1 image-rectification 1 document-analysis 1 mask-textspotter 1 character-recognition 1 script-identification 1 pattern-recognition 1 segmentation 1 scene-text-segmentation 1 deeplabv3 1 tensorflow 1 ssd 1 faster-rcnn 1 vision 1 text 1 image-detection 1 text-rectification 1 aster 1 sstd 1 iccv-17 1 end-to-end 1 synthetic 1 icdar2021 1 generation 1 lstm 1 information-retrieval 1 easyocr 1 data-mining 1 cnn 1 total-text 1 icdar 1 curve-text 1 star-net 1 rosetta 1 rare 1 r2am 1 iccv2019 1 grcnn 1 scene-text-image-super-resolution 1 pytorch-implementation 1 low-level-vision 1 img2img 1 image-translation 1 image-to-image 1 diffusion-models 1 deep-neural-networks 1 datasets 1 multi-label-classification 1 indian-language 1 identification 1 classification 1 text-spotting 1 ocr-python 1 opencv 1 image-transformations 1