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

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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

An unofficial package help developers to implement ZATCA (Fatoora) QR code easily which required for e-invoicing

An official PyTorch implementation of the paper "Learning by Aligning: Visible-Infrared Person Re-identification using Cross-Modal Correspondences", ICCV 2021.

Shape Detection - It's a shape detection project with OpenCV and Python.

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

Code for the paper "Controllable Video Captioning with an Exemplar Sentence"

Recognizing the text contents from a scanned visiting card

EQFace: An implementation of EQFace: A Simple Explicit Quality Network for Face Recognition

Fusion 360 Add-in that creates a pair of toothed curves that can be used to split a body and create two pieces that slide and lock together.

Random maze generator and solver

Code for AAAI 2021 paper: Sequential End-to-end Network for Efficient Person Search

This is the implementation of the paper "Gated Recurrent Convolution Neural Network for OCR"

Use Youdao OCR API to covert your clipboard image to text.

Scene text recognition

Turn images of tables into CSV data. Detect tables from images and run OCR on the cells.

PianoVisuals - Create background videos synced with piano music using opencv

Papers, Datasets, Algorithms, SOTA for STR. Long-time Maintaining

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Tools for manipulating and evaluating the hOCR format for representing multi-lingual OCR results by embedding them into HTML.

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