cat > README.md << 'EOF'

🌷 Flower Classifier AI

A deep learning web application that classifies flower images into 5 categories using TensorFlow and Flask.

🚀 Features

• Image Classification: Identifies daisies, dandelions, roses, sunflowers, and tulips
• Web Interface: User-friendly Flask web application
• Deep Learning: Custom CNN model trained on 3,670 flower images
• Real-time Predictions: Instant classification with confidence scores

📊 Model Performance

• Accuracy: 69% on validation set
• Classes: 5 flower types
• Training Data: 3,670 images from TensorFlow dataset
• Model Size: ~434KB (optimized)

🛠️ Installation

1. Clone the repository:

git clone https://github.com/yourusername/flower-classifier.git
cd flower-classifier