2024 — Deep Learning
Signature Verification using Transfer Learning
- Built a signature authentication system using pre-trained VGG16 with PyTorch, achieving >93% accuracy on specialized dataset.
- Applied transfer learning to significantly reduce false acceptance rate and improve model generalization.
- Demonstrated real-world applicability for fraud detection and document security use cases.