Popular GitHub Repositories for Handwritten Signatures

Handwritten Text Recognition (HTR) system implemented with TensorFlow.

OCR engine for all the languages

M. Beyeler (2017). Machine Learning for OpenCV: Intelligent image processing with Python. Packt Publishing Ltd., ISBN 978-178398028-4.

OCR software for recognition of handwritten text

A single handwritten digit classifier, using the MNIST dataset. Pure Numpy.

Implementation of CNN on ZYNQ FPGA to classify handwritten numbers using MNIST database

Official Code for ECCV 2024 paper — One-Shot Diffusion Mimicker for Handwritten Text Generation

Use Convolutional Recurrent Neural Network to recognize the Handwritten line text image without pre segmentation into words or characters. Use CTC loss Function to train.

ScrabbleGAN: Semi-Supervised Varying Length Handwritten Text Generation (CVPR20)

"Few-shot Text Classification with Distributional Signatures" ICLR 2020

Powerful handwritten text recognition. A simple-to-use, unofficial implementation of the paper "TrOCR: Transformer-based Optical Character Recognition with Pre-trained Models".

Verify the authenticity of handwritten signatures through digital image processing and neural networks. ??

Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.

Handwritten Chinese Characters Generation

Official implementation for ECCV 2022 paper "CoMER: Modeling Coverage for Transformer-based Handwritten Mathematical Expression Recognition"

Official implementation for ICDAR 2021 best poster paper "Handwritten Mathematical Expression Recognition with Bidirectionally Trained Transformer"

Code for: "Neural Rough Differential Equations for Long Time Series", (ICML 2021)

Vanilla neural network implemented in all major languages

Recognition of handwritten flowcharts using convolutional neural networks to generate C source code and reconstructed digital flowchart.

A simple JavaScript neural network framework.