Architecture-Analysis-Siamese-Neural-Networks

Analyzing the impact of Architecture details on the performance of Siamese Neural Networks

Networks chosen for analysis

• SigNet
• SmallCNN
• CustomNET

Dataset

BHSig260 - Hindi signatures of 160 individuals and Bengali signatures of 100 individuals. https://drive.google.com/file/d/0B29vNACcjvzVc1RfVkg5dUh2b1E/view?resourcekey=0-MUNnTzBi4h_VE0J84NDF3Q

Reference

• https://arxiv.org/pdf/1707.02131.pdf
• https://github.com/hlamba28/Offline-Signature-Verification-using-Siamese-Network
• https://github.com/netrapathak/Offline-Signature-Verification
• https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8597090&tag=1

Contributors

• Vivek Raman
• Aswath Kolaron