a deep learning model for page layout analysis / segmentation.

Last update: Dec 12, 2022

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Computer Vision ocrsegment

Overview

OCR Segmentation

a deep learning model for page layout analysis / segmentation.

dependencies

tensorflow1.8

python3

dataset:

uw3-framed-lines-degraded-000

make training labels

python3 data_pre_process.py

train

python3 train_test.py

test

python3 segmentation.py

references

Multi-Dimensional Recurrent Neural Networks
Robust_ Simple Page Segmentation Using Hybrid Convolutional MDLSTM Networks
https://github.com/NVlabs/ocroseg
https://github.com/philipperemy/tensorflow-multi-dimensional-lstm

Owner

GitHub Repository

Document Layout Analysis

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a deep learning model for page layout analysis / segmentation.

Related tags

Overview

OCR Segmentation

dependencies

dataset:

make training labels

train

test

references

Owner

Document Layout Analysis

MXNet OCR implementation. Including text recognition and detection.

This is a GUI for scrapping PDFs with the help of optical character recognition making easier than ever to scrape PDFs.

Detect handwritten words in a text-line (classic image processing method).

EAST for ICPR MTWI 2018 Challenge II (Text detection of network images)

Code for the paper "DewarpNet: Single-Image Document Unwarping With Stacked 3D and 2D Regression Networks" (ICCV '19)

Pre-Recognize Library - library with algorithms for improving OCR quality.

Automatically remove the mosaics in images and videos, or add mosaics to them.

An Implementation of the seglink alogrithm in paper Detecting Oriented Text in Natural Images by Linking Segments

Code for the ACL2021 paper "Combining Static Word Embedding and Contextual Representations for Bilingual Lexicon Induction"

📷 This repository is focused on having various feature implementation of OpenCV in Python.

AdvancedEAST is an algorithm used for Scene image text detect, which is primarily based on EAST, and the significant improvement was also made, which make long text predictions more accurate.https://github.com/huoyijie/raspberrypi-car

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