---
license: mit
tags:
- image-classification
- fraud-detection
- cheque-verification
- onnx
- pytorch
- computer-vision
metrics:
- accuracy
---

# Aegis ChequeGuard: Real vs. Fake Cheque Verification Engine 🛡️

An advanced, production-ready computer vision model designed to classify and authenticate bank cheques as **Real** or **Fake/Photocopy** with high precision. 

## 🚀 Model Details
- **Architecture:** ResNet50 (Transfer Learning with custom classification head)
- **Task:** Binary Image Classification (Real Cheque vs. Fake Cheque)
- **Formats Available:** PyTorch (`.pth`) and Cross-Platform Optimized (`.onnx`)
- **Training Data:** Augmented financial document dataset optimized for real-world variations.

## 📂 Files Included
- `best_augmented_cheque_model.pth`: PyTorch trained model weights.
- `cheque_verification_model.onnx`: Exported ONNX model optimized for edge devices, mobile apps, and fast CPU/GPU inference.