Handwritten Text Recognition (HTR) system implemented with TensorFlow (TF) and trained on the IAM off-line HTR dataset. This Neural Network (NN) model recognizes the text contained in the images of segmented words.

Last update: Jan 08, 2023

Overview

Handwritten-Text-Recognition

Handwritten Text Recognition (HTR) system implemented with TensorFlow (TF) and trained on the IAM off-line HTR dataset. This Neural Network (NN) model recognizes the text contained in the images of segmented words.

Download the zip and unzip it. Place the code in your drive under /content/drive folder.

There is colab notebook named as Handwritten_Text_Recognition.ipynb open that file and run it.

Command Explanation

python main.py Validation character error rate of saved model: 10.624916% Init with stored values from ../model/snapshot-38 Recognized: "little" Probability: 0.96625507

Recognized: "MR." Probability: 0.57650965

Owner

GitHub Repository

Scan the MRZ code of a passport and extract the firstname, lastname, passport number, nationality, date of birth, expiration date and personal numer.

PassportScanner Works with 2 and 3 line identity documents. What is this With PassportScanner you can use your camera to scan the MRZ code of a passpo

441 Dec 24, 2022

POT : Python Optimal Transport

This open source Python library provide several solvers for optimization problems related to Optimal Transport for signal, image processing and machine learning.

1.7k Jan 04, 2023

This repository lets you train neural networks models for performing end-to-end full-page handwriting recognition using the Apache MXNet deep learning frameworks on the IAM Dataset.

Handwritten Text Recognition (OCR) with MXNet Gluon These notebooks have been created by Jonathan Chung, as part of his internship as Applied Scientis

422 Jan 03, 2023

Source Code for AAAI 2022 paper "Graph Convolutional Networks with Dual Message Passing for Subgraph Isomorphism Counting and Matching"

Graph Convolutional Networks with Dual Message Passing for Subgraph Isomorphism Counting and Matching This repository is an official implementation of

13 Sep 08, 2022

Handwritten Text Recognition (HTR) system implemented with TensorFlow (TF) and trained on the IAM off-line HTR dataset. This Neural Network (NN) model recognizes the text contained in the images of segmented words.

Related tags

Overview

Handwritten-Text-Recognition

Command Explanation

Owner

Scan the MRZ code of a passport and extract the firstname, lastname, passport number, nationality, date of birth, expiration date and personal numer.

POT : Python Optimal Transport

This repository lets you train neural networks models for performing end-to-end full-page handwriting recognition using the Apache MXNet deep learning frameworks on the IAM Dataset.

Source Code for AAAI 2022 paper "Graph Convolutional Networks with Dual Message Passing for Subgraph Isomorphism Counting and Matching"

Basic functions manipulating images using the OpenCV library

A python programusing Tkinter graphics library to randomize questions and answers contained in text files

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

A simple python program to record security cam footage by detecting a face and body of a person in the frame.

Table Extraction Tool

Textboxes : Image Text Detection Model : python package (tensorflow)

deployment of a hybrid model for automatic weapon detection/ anomaly detection for surveillance applications

This is a GUI program which consist of 4 OpenCV projects

Handwritten Text Recognition (HTR) system implemented with TensorFlow.

code for our ICCV 2021 paper "DeepCAD: A Deep Generative Network for Computer-Aided Design Models"

aardio的opencv库

Demo for the paper "Overlap-aware low-latency online speaker diarization based on end-to-end local segmentation"

STEFANN: Scene Text Editor using Font Adaptive Neural Network

WACV 2022 Paper - Is An Image Worth Five Sentences? A New Look into Semantics for Image-Text Matching

Image augmentation library in Python for machine learning.

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

Handwritten Text Recognition (HTR) system implemented with TensorFlow (TF) and trained on the IAM off-line HTR dataset. This Neural Network (NN) model recognizes the text contained in the images of segmented words.

Related tags

Overview

Handwritten-Text-Recognition

Command Explanation

Owner

Scan the MRZ code of a passport and extract the firstname, lastname, passport number, nationality, date of birth, expiration date and personal numer.

POT : Python Optimal Transport

This repository lets you train neural networks models for performing end-to-end full-page handwriting recognition using the Apache MXNet deep learning frameworks on the IAM Dataset.

Source Code for AAAI 2022 paper "Graph Convolutional Networks with Dual Message Passing for Subgraph Isomorphism Counting and Matching"

Basic functions manipulating images using the OpenCV library

A python programusing Tkinter graphics library to randomize questions and answers contained in text files

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

A simple python program to record security cam footage by detecting a face and body of a person in the frame.

Table Extraction Tool

Textboxes : Image Text Detection Model : python package (tensorflow)

deployment of a hybrid model for automatic weapon detection/ anomaly detection for surveillance applications

This is a GUI program which consist of 4 OpenCV projects

Handwritten Text Recognition (HTR) system implemented with TensorFlow.

code for our ICCV 2021 paper "DeepCAD: A Deep Generative Network for Computer-Aided Design Models"

aardio的opencv库

Demo for the paper "Overlap-aware low-latency online speaker diarization based on end-to-end local segmentation"

STEFANN: Scene Text Editor using Font Adaptive Neural Network

WACV 2022 Paper - Is An Image Worth Five Sentences? A New Look into Semantics for Image-Text Matching

Image augmentation library in Python for machine learning.

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

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