A super lightweight image processing algorithm for detection and extraction of overlapped handwritten signatures on scanned documents using OpenCV and scikit-image.

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

Signature verification system using Siamese networks

A conceptual model to detect and verify signatures on bank cheques. This is our Final Year project at Thapar Institute of Engineering and Technology.

A Python wrapper that encapsulates wolfSSL's wolfCrypt API.

Application to detect the similarity of two signatures.

SigNet implementation in Pytorch

SURDS: Self-Supervised Attention-guided Reconstruction and Dual Triplet Loss for Writer Independent Offline Signature Verification", ICPR 2022

Malice PExecutable Plugin

Deep Attentive Time Warping in Pattern Recognition 2023.

A novel data augmentation method based on Cycle-GAN, and a new offline handwritten signature verification system based on CapsNet.

SWIS: Self-Supervised Representation Learning For Writer Independent Offline Signature Verification", ICIP 2022 (Oral)

Signature Verification without using CNN

A python page to recognize the signature using CV2 library and back propagation algorithm

An ML project exploring alternative approaches to signature verification.

This repository contains the source code and documentation for a Signature Verification System Using CNN. The system utilizes Convolutional Neural Networks (CNN) to authenticate handwritten signatures, reducing the risk of forgery and falsification in legal, financial, and commercial transactions.

A Django REST Framework Backend For Signature Verification With Throttling And Permissions. Can Be Used Independently Or Integrated With External Frontends And The Siamese ResNet-18 Signature Verification Model.

A simple way to verify container images signature with CRI-O, skopeo and GPG

Signature verification using a siamese neural network and pytorch.

Multi-Factor Authentication System using face and signature traits.