👗 FashionVision AI

FashionVision AI is an AI-powered fashion style classifier that analyzes an outfit image and predicts its style category using a deep learning model.

Upload an outfit photo and get:

• 🎯 Predicted fashion style
• 📊 Confidence score
• 💡 Personalized styling tip

🚀 Live Demo

👉 Try FashionVision AI on Hugging Face

🔮 What It Does

FashionVision AI classifies outfits into five style categories:

• 👖 Casual — Everyday and relaxed looks
• 🧥 Formal — Professional and polished outfits
• 💃 Party — Statement and occasion-ready looks
• 👟 Sporty — Athletic and athleisure-inspired outfits
• 🪔 Traditional — Cultural and ethnic-inspired looks

✨ Features

• 🧠 Image classification using MobileNetV2
• 🔥 Transfer learning with ImageNet pretrained weights
• 🎯 Five-class fashion style prediction
• 📊 Confidence score for predictions
• 💡 Personalized fashion tips
• 🎨 Interactive Gradio interface
• ☁️ Deployed on Hugging Face Spaces

🧠 How It Works

1. Upload an outfit image.
2. The image is resized to 224 × 224 pixels and normalized.
3. MobileNetV2 extracts visual features from the image.
4. A custom classification head predicts one of five fashion categories.
5. The application displays the predicted style, confidence score, and styling tip.

🛠️ Tech Stack

• Python 🐍
• TensorFlow / Keras
• MobileNetV2
• Gradio
• Pillow
• NumPy
• Hugging Face Spaces

📁 Project Structure

FashionVision-AI/
├── app.py
├── fashion_classifier_model.keras
├── requirements.txt
└── README.md

📌 Project Status

• ✅ Model trained
• ✅ MobileNetV2 transfer learning implemented
• ✅ Gradio interface created
• ✅ Hugging Face deployment completed

👩‍💻 Created By

Subata Khan

GitHub: @subata24

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✨ Classify your style with AI — one outfit at a time.