Awesome Ocr

OCR system for Arabic language that converts images of typed text to machine-encoded text.

Unofficial implementation of "TableNet: Deep Learning model for end-to-end Table detection and Tabular data extraction from Scanned Document Images"

No description.

Pytorch implementation for "Decoupled attention network for text recognition".

Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation

Handwritten Text Recognition

Python library to extract tabular data from images and scanned PDFs

Extract tables from scanned image PDFs using Optical Character Recognition.

Packaged, Pytorch-based, easy to use, cross-platform version of the CRAFT text detector

Detect handwritten words (classic image processing based method).

Ocular is a state-of-the-art historical OCR system.

Detect and fix skew in images containing text

The code of "Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary Shapes"

Synthetic Scene Text from 3D Engines

Single Shot Text Detector with Regional Attention

Implementation of EAST scene text detector in Keras

Validate and transform various OCR file formats (hOCR, ALTO, PAGE, FineReader)

A semi-automatic open-source tool for Layout Analysis and Region EXtraction on early printed books.

Dewarping Document Image By Displacement Flow Estimation with Fully Convolutional Network

Deep learning based page layout analysis

Implementation of CRAFT Text Detection

Deskew is a command line tool for deskewing scanned text documents. It uses Hough transform to detect "text lines" in the image. As an output, you get an image rotated so that the lines are horizontal.

Page to PAGE Layout Analysis Tool

Apply different text recognition services to images of handwritten documents.

CLEval: Character-Level Evaluation for Text Detection and Recognition Tasks

Tool which allow you to detect and translate text.

TedEval: A Fair Evaluation Metric for Scene Text Detectors

An Implementation of the FOTS: Fast Oriented Text Spotting with a Unified Network

ICIP 2022: Adaptive Radial Projection on Fourier Magnitude Spectrum for Document Image Skew Estimation

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

Lightning Fast Language Prediction 🚀

document image degradation

No description.

Official Tensorflow Implementation of SATRN (CVPR Workshop WTDDLE 2020)

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

An application of high resolution GANs to dewarp images of perturbed documents

Forked from argman/EAST for the ICPR MTWI 2018 CHALLENGE

CUTIE (TensorFlow implementation of Convolutional Universal Text Information Extractor)

Convolutional Recurrent Neural Network(CRNN) for End-to-End Text Recognition - TensorFlow 2

Perspective recovery of text using transformed ellipses

Solution for Problem 1 by team codesquad for AIDL 2020. Uses ML Kit for OCR and OpenCV for image processing

Repository collecting all the submodules for the new PyTorch-based OCR System.

No description.

MASTER

Corner-based Region Proposal Network

OCR using MXNet Gluon. The pipeline is composed of a CNN + biLSTM + CTC. The dataset is from: http://www.fki.inf.unibe.ch/databases/iam-handwriting-database. You need to register and get a username and password from their website.

A simple document layout analysis using Python-OpenCV

https://arxiv.org/abs/1904.01941

Toolbox for OCR post-correction

Repository for Scene Text Detection with Supervised Pyramid Context Network with tensorflow.