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

Qrcode Attendence System with Opencv and Pyzbar

CellProfiler is a open-source application for biological image analysis

Code for the AAAI 2018 publication "SEE: Towards Semi-Supervised End-to-End Scene Text Recognition"

Lightning Fast Language Prediction 🚀

A curated list of promising OCR resources

Select range and every time the screen changes, OCR is activated.

This is a GUI program which consist of 4 OpenCV projects

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

Hand Detection and Finger Detection on Live Feed

Here use convulation with sobel filter from scratch in opencv python .

An expandable and scalable OCR pipeline

The project is an official implementation of our paper "3D Human Pose Estimation with Spatial and Temporal Transformers".

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.

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PAGE XML format collection for document image page content and more

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This is a c++ project deploying a deep scene text reading pipeline with tensorflow. It reads text from natural scene images. It uses frozen tensorflow graphs. The detector detect scene text locations. The recognizer reads word from each detected bounding box.

Character Segmentation using TensorFlow

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

A post-processing tool for scanned sheets of paper.