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title: StyleSavvy | |
emoji: π | |
colorFrom: gray | |
colorTo: purple | |
sdk: gradio | |
sdk_version: 5.29.0 | |
app_file: app.py | |
pinned: false | |
short_description: Style Savvy - AI Style Fashion Consultant | |
Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference | |
# π StyleSavvy β AI Fashion Consultant | |
StyleSavvy is an AI-powered virtual stylist that uses computer vision and natural language generation to give personalized fashion advice. | |
## β¨ Features | |
- Detects clothing from uploaded photos using YOLOS-Fashionpedia | |
- Removes background for better detection (optional) | |
- Provides tailored styling tips based on: | |
- Body type | |
- Face shape | |
- Gender | |
- Occasion | |
- Uses `google/flan-t5-large` to generate expert-level suggestions | |
## πΈ How to Use | |
1. Upload a clear photo of your outfit | |
2. Select your body type, face shape, and gender | |
3. Enter the event or occasion | |
4. Click **Generate Style Tips** | |
5. Enjoy your personalized fashion advice! πͺ | |
## π οΈ Tech Stack | |
- Gradio UI | |
- Hugging Face Transformers | |
- YOLOS object detection | |
- FLAN-T5 language model | |
- remove.bg API for optional background removal | |
## π§ Example Use Case | |
> βA curvy woman with a round face going to a summer weddingβ | |
> β StyleSavvy suggests breathable floral fabrics, statement earrings, and pastel tones that match the event ambiance. | |
## π API Key | |
Make sure to add a Hugging Face **Secret**: | |
- `REMOVE_BG_API_KEY`: your remove.bg key | |
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π Try it live: [StyleSavvy on Hugging Face](https://huggingface.co/spaces/Munazz/StyleSavvy) | |