a deep learning model for page layout analysis / segmentation.

Last update: Dec 12, 2022

Related tags

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

STEFANN: Scene Text Editor using Font Adaptive Neural Network

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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

STEFANN: Scene Text Editor using Font Adaptive Neural Network

OCR of Chicago 1909 Renumbering Plan

Sign Language Recognition service utilizing a deep learning model with Long Short-Term Memory to perform sign language recognition.

A python scripts that uses 3 different feature extraction methods such as SIFT, SURF and ORB to find a book in a video clip and project trailer of a movie based on that book, on to it.

Creating a virtual tv using opencv in python3.

Official implementation of "An Image is Worth 16x16 Words, What is a Video Worth?" (2021 paper)

Run tesseract with the tesserocr bindings with @OCR-D's interfaces

Generate text images for training deep learning ocr model

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

This repository summarized computer vision theories.

一款基于Qt与OpenCV的仿真数字示波器

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

Deep learning based page layout analysis

Document Layout Analysis

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

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

BNF Globalization Code (CVPR 2016)

Rest API Written In Python To Classify NSFW Images.

Some Boring Research About Products Recognition 、Duplicate Img Detection、Img Stitch、OCR

Distort a video using Seam Carving (video) and Vibrato effect (sound)