---
license: apache-2.0
---

1. Project Title and Description
2. Purpose
3. Installation Instructions
4. Usage Instructions
5. Model Architecture
6. Training Details
7. Evaluation
8. Examples
9. Contributing
10. License

# CNN Image Classifier

## Description
This project provides a Convolutional Neural Network (CNN) model for classifying images as either 'real' or 'fake'. The model is based on the ResNet50 architecture and has been fine-tuned for binary classification tasks.

## Purpose
The CNN model is designed to classify images into two categories: 'real' and 'fake'. This can be useful for various applications, including detecting AI-generated content.

## Installation
Ensure you have the following dependencies installed:
```bash
pip install tensorflow numpy opencv-python scikit-learn