Spaces:
Sleeping
Sleeping
Update README.md
Browse files
README.md
CHANGED
|
@@ -1,147 +1,147 @@
|
|
| 1 |
-
---
|
| 2 |
-
title: Food Manu Frontend
|
| 3 |
-
emoji: π
|
| 4 |
-
colorFrom: red
|
| 5 |
-
colorTo: gray
|
| 6 |
-
sdk: docker
|
| 7 |
-
pinned: false
|
| 8 |
-
license: mit
|
| 9 |
-
---
|
| 10 |
-
|
| 11 |
-
Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
|
| 12 |
-
|
| 13 |
-
# π½οΈ Menu Extractor & Food Image Generator
|
| 14 |
-
|
| 15 |
-
An AI-powered web application that extracts menu items from restaurant menu images and generates beautiful food images for each item using advanced machine learning models.
|
| 16 |
-
|
| 17 |
-
## π Features
|
| 18 |
-
|
| 19 |
-
- **πΈ Menu Image Upload**: Upload menu images or capture them directly using your camera
|
| 20 |
-
- **π€ AI Menu Extraction**: Uses Google's Gemini AI to extract menu items, descriptions, and prices
|
| 21 |
-
- **π¨ Food Image Generation**: Generates high-quality food images using Stable Diffusion
|
| 22 |
-
- **π» Beautiful Frontend**: Modern, responsive web interface with live preview
|
| 23 |
-
- **π± Mobile Friendly**: Works seamlessly on desktop and mobile devices
|
| 24 |
-
- **π Code Generation**: Automatically generates clean HTML code for the extracted menu
|
| 25 |
-
|
| 26 |
-
## π Demo
|
| 27 |
-
|
| 28 |
-
Try the live demo: [Menu Extractor & Food Generator](https://huggingface.co/spaces/your-username/menu-extractor)
|
| 29 |
-
|
| 30 |
-
## π οΈ Technology Stack
|
| 31 |
-
|
| 32 |
-
- **Backend**: Flask (Python)
|
| 33 |
-
- **AI Models**:
|
| 34 |
-
- Google Gemini 1.5 Flash (Menu extraction)
|
| 35 |
-
- Stable Diffusion v1.5 (Image generation)
|
| 36 |
-
- **Frontend**: HTML, CSS, JavaScript
|
| 37 |
-
- **Image Processing**: Pillow (PIL)
|
| 38 |
-
- **Deployment**: Hugging Face Spaces
|
| 39 |
-
|
| 40 |
-
## π Requirements
|
| 41 |
-
|
| 42 |
-
- Python 3.9+
|
| 43 |
-
- CUDA-compatible GPU (recommended for faster image generation)
|
| 44 |
-
- Google Gemini API key
|
| 45 |
-
|
| 46 |
-
## π§ Installation
|
| 47 |
-
|
| 48 |
-
1. Clone the repository:
|
| 49 |
-
```bash
|
| 50 |
-
git clone https://github.com/your-username/menu-extractor.git
|
| 51 |
-
cd menu-extractor
|
| 52 |
-
```
|
| 53 |
-
|
| 54 |
-
2. Install dependencies:
|
| 55 |
-
```bash
|
| 56 |
-
pip install -r requirements.txt
|
| 57 |
-
```
|
| 58 |
-
|
| 59 |
-
3. Set up environment variables:
|
| 60 |
-
Create a `.env` file and add your Gemini API key:
|
| 61 |
-
```
|
| 62 |
-
GEMINI_API_KEY=your_gemini_api_key_here
|
| 63 |
-
```
|
| 64 |
-
|
| 65 |
-
4. Run the application:
|
| 66 |
-
```bash
|
| 67 |
-
python app.py
|
| 68 |
-
```
|
| 69 |
-
|
| 70 |
-
5. Open your browser and navigate to `http://localhost:7860`
|
| 71 |
-
|
| 72 |
-
## π Deployment on Hugging Face Spaces
|
| 73 |
-
|
| 74 |
-
1. Create a new Space on [Hugging Face Spaces](https://huggingface.co/spaces)
|
| 75 |
-
2. Choose "Docker" as the SDK
|
| 76 |
-
3. Upload the following files:
|
| 77 |
-
- `app.py`
|
| 78 |
-
- `templates/index.html`
|
| 79 |
-
- `Dockerfile`
|
| 80 |
-
- `requirements.txt`
|
| 81 |
-
- `README.md`
|
| 82 |
-
4. Add your `GEMINI_API_KEY` in the Space settings under "Variables and secrets"
|
| 83 |
-
5. Your app will be automatically deployed!
|
| 84 |
-
|
| 85 |
-
## π How to Use
|
| 86 |
-
|
| 87 |
-
1. **Upload Image**: Choose to upload a menu image from your device or take a photo using your camera
|
| 88 |
-
2. **Extract Menu**: Click "Extract Menu Items" to process the image with AI
|
| 89 |
-
3. **View Results**: See the beautiful menu layout with generated food images
|
| 90 |
-
4. **Get Code**: Switch to code view to copy the generated HTML for your own use
|
| 91 |
-
|
| 92 |
-
## π― Use Cases
|
| 93 |
-
|
| 94 |
-
- **Restaurant Owners**: Quickly digitize physical menus
|
| 95 |
-
- **Web Developers**: Generate menu websites for restaurant clients
|
| 96 |
-
- **Food Bloggers**: Create visual menu content
|
| 97 |
-
- **Menu Design**: Prototype digital menu layouts
|
| 98 |
-
|
| 99 |
-
## π API Keys Setup
|
| 100 |
-
|
| 101 |
-
### Google Gemini API
|
| 102 |
-
1. Visit [Google AI Studio](https://makersuite.google.com/)
|
| 103 |
-
2. Create a new API key
|
| 104 |
-
3. Add it to your environment variables as `GEMINI_API_KEY`
|
| 105 |
-
|
| 106 |
-
## β‘ Performance Notes
|
| 107 |
-
|
| 108 |
-
- **CPU Mode**: Image generation will be slower but still functional
|
| 109 |
-
- **GPU Mode**: Significantly faster image generation with CUDA-compatible GPU
|
| 110 |
-
- **Memory**: Requires ~4GB RAM for optimal performance
|
| 111 |
-
|
| 112 |
-
## π Troubleshooting
|
| 113 |
-
|
| 114 |
-
### Common Issues:
|
| 115 |
-
|
| 116 |
-
1. **Model Loading Error**: Ensure you have sufficient disk space and memory
|
| 117 |
-
2. **API Key Error**: Verify your Gemini API key is correctly set
|
| 118 |
-
3. **Image Processing Error**: Check that uploaded images are in supported formats (JPG, PNG)
|
| 119 |
-
|
| 120 |
-
## π License
|
| 121 |
-
|
| 122 |
-
This project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.
|
| 123 |
-
|
| 124 |
-
## π€ Contributing
|
| 125 |
-
|
| 126 |
-
Contributions are welcome! Please feel free to submit a Pull Request.
|
| 127 |
-
|
| 128 |
-
1. Fork the project
|
| 129 |
-
2. Create your feature branch (`git checkout -b feature/AmazingFeature`)
|
| 130 |
-
3. Commit your changes (`git commit -m 'Add some AmazingFeature'`)
|
| 131 |
-
4. Push to the branch (`git push origin feature/AmazingFeature`)
|
| 132 |
-
5. Open a Pull Request
|
| 133 |
-
|
| 134 |
-
## π Acknowledgments
|
| 135 |
-
|
| 136 |
-
- [Google Gemini](https://deepmind.google/technologies/gemini/) for menu extraction
|
| 137 |
-
- [Stable Diffusion](https://stability.ai/) for food image generation
|
| 138 |
-
- [Hugging Face](https://huggingface.co/) for hosting and deployment
|
| 139 |
-
- [Flask](https://flask.palletsprojects.com/) for the web framework
|
| 140 |
-
|
| 141 |
-
## π Support
|
| 142 |
-
|
| 143 |
-
If you encounter any issues or have questions, please [open an issue](https://github.com/your-username/menu-extractor/issues) on GitHub.
|
| 144 |
-
|
| 145 |
-
---
|
| 146 |
-
|
| 147 |
Made with β€οΈ by [Your Name](https://github.com/your-username)
|
|
|
|
| 1 |
+
---
|
| 2 |
+
title: Food Manu Extractor & Frontend
|
| 3 |
+
emoji: π
|
| 4 |
+
colorFrom: red
|
| 5 |
+
colorTo: gray
|
| 6 |
+
sdk: docker
|
| 7 |
+
pinned: false
|
| 8 |
+
license: mit
|
| 9 |
+
---
|
| 10 |
+
|
| 11 |
+
Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
|
| 12 |
+
|
| 13 |
+
# π½οΈ Menu Extractor & Food Image Generator
|
| 14 |
+
|
| 15 |
+
An AI-powered web application that extracts menu items from restaurant menu images and generates beautiful food images for each item using advanced machine learning models.
|
| 16 |
+
|
| 17 |
+
## π Features
|
| 18 |
+
|
| 19 |
+
- **πΈ Menu Image Upload**: Upload menu images or capture them directly using your camera
|
| 20 |
+
- **π€ AI Menu Extraction**: Uses Google's Gemini AI to extract menu items, descriptions, and prices
|
| 21 |
+
- **π¨ Food Image Generation**: Generates high-quality food images using Stable Diffusion
|
| 22 |
+
- **π» Beautiful Frontend**: Modern, responsive web interface with live preview
|
| 23 |
+
- **π± Mobile Friendly**: Works seamlessly on desktop and mobile devices
|
| 24 |
+
- **π Code Generation**: Automatically generates clean HTML code for the extracted menu
|
| 25 |
+
|
| 26 |
+
## π Demo
|
| 27 |
+
|
| 28 |
+
Try the live demo: [Menu Extractor & Food Generator](https://huggingface.co/spaces/your-username/menu-extractor)
|
| 29 |
+
|
| 30 |
+
## π οΈ Technology Stack
|
| 31 |
+
|
| 32 |
+
- **Backend**: Flask (Python)
|
| 33 |
+
- **AI Models**:
|
| 34 |
+
- Google Gemini 1.5 Flash (Menu extraction)
|
| 35 |
+
- Stable Diffusion v1.5 (Image generation)
|
| 36 |
+
- **Frontend**: HTML, CSS, JavaScript
|
| 37 |
+
- **Image Processing**: Pillow (PIL)
|
| 38 |
+
- **Deployment**: Hugging Face Spaces
|
| 39 |
+
|
| 40 |
+
## π Requirements
|
| 41 |
+
|
| 42 |
+
- Python 3.9+
|
| 43 |
+
- CUDA-compatible GPU (recommended for faster image generation)
|
| 44 |
+
- Google Gemini API key
|
| 45 |
+
|
| 46 |
+
## π§ Installation
|
| 47 |
+
|
| 48 |
+
1. Clone the repository:
|
| 49 |
+
```bash
|
| 50 |
+
git clone https://github.com/your-username/menu-extractor.git
|
| 51 |
+
cd menu-extractor
|
| 52 |
+
```
|
| 53 |
+
|
| 54 |
+
2. Install dependencies:
|
| 55 |
+
```bash
|
| 56 |
+
pip install -r requirements.txt
|
| 57 |
+
```
|
| 58 |
+
|
| 59 |
+
3. Set up environment variables:
|
| 60 |
+
Create a `.env` file and add your Gemini API key:
|
| 61 |
+
```
|
| 62 |
+
GEMINI_API_KEY=your_gemini_api_key_here
|
| 63 |
+
```
|
| 64 |
+
|
| 65 |
+
4. Run the application:
|
| 66 |
+
```bash
|
| 67 |
+
python app.py
|
| 68 |
+
```
|
| 69 |
+
|
| 70 |
+
5. Open your browser and navigate to `http://localhost:7860`
|
| 71 |
+
|
| 72 |
+
## π Deployment on Hugging Face Spaces
|
| 73 |
+
|
| 74 |
+
1. Create a new Space on [Hugging Face Spaces](https://huggingface.co/spaces)
|
| 75 |
+
2. Choose "Docker" as the SDK
|
| 76 |
+
3. Upload the following files:
|
| 77 |
+
- `app.py`
|
| 78 |
+
- `templates/index.html`
|
| 79 |
+
- `Dockerfile`
|
| 80 |
+
- `requirements.txt`
|
| 81 |
+
- `README.md`
|
| 82 |
+
4. Add your `GEMINI_API_KEY` in the Space settings under "Variables and secrets"
|
| 83 |
+
5. Your app will be automatically deployed!
|
| 84 |
+
|
| 85 |
+
## π How to Use
|
| 86 |
+
|
| 87 |
+
1. **Upload Image**: Choose to upload a menu image from your device or take a photo using your camera
|
| 88 |
+
2. **Extract Menu**: Click "Extract Menu Items" to process the image with AI
|
| 89 |
+
3. **View Results**: See the beautiful menu layout with generated food images
|
| 90 |
+
4. **Get Code**: Switch to code view to copy the generated HTML for your own use
|
| 91 |
+
|
| 92 |
+
## π― Use Cases
|
| 93 |
+
|
| 94 |
+
- **Restaurant Owners**: Quickly digitize physical menus
|
| 95 |
+
- **Web Developers**: Generate menu websites for restaurant clients
|
| 96 |
+
- **Food Bloggers**: Create visual menu content
|
| 97 |
+
- **Menu Design**: Prototype digital menu layouts
|
| 98 |
+
|
| 99 |
+
## π API Keys Setup
|
| 100 |
+
|
| 101 |
+
### Google Gemini API
|
| 102 |
+
1. Visit [Google AI Studio](https://makersuite.google.com/)
|
| 103 |
+
2. Create a new API key
|
| 104 |
+
3. Add it to your environment variables as `GEMINI_API_KEY`
|
| 105 |
+
|
| 106 |
+
## β‘ Performance Notes
|
| 107 |
+
|
| 108 |
+
- **CPU Mode**: Image generation will be slower but still functional
|
| 109 |
+
- **GPU Mode**: Significantly faster image generation with CUDA-compatible GPU
|
| 110 |
+
- **Memory**: Requires ~4GB RAM for optimal performance
|
| 111 |
+
|
| 112 |
+
## π Troubleshooting
|
| 113 |
+
|
| 114 |
+
### Common Issues:
|
| 115 |
+
|
| 116 |
+
1. **Model Loading Error**: Ensure you have sufficient disk space and memory
|
| 117 |
+
2. **API Key Error**: Verify your Gemini API key is correctly set
|
| 118 |
+
3. **Image Processing Error**: Check that uploaded images are in supported formats (JPG, PNG)
|
| 119 |
+
|
| 120 |
+
## π License
|
| 121 |
+
|
| 122 |
+
This project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.
|
| 123 |
+
|
| 124 |
+
## π€ Contributing
|
| 125 |
+
|
| 126 |
+
Contributions are welcome! Please feel free to submit a Pull Request.
|
| 127 |
+
|
| 128 |
+
1. Fork the project
|
| 129 |
+
2. Create your feature branch (`git checkout -b feature/AmazingFeature`)
|
| 130 |
+
3. Commit your changes (`git commit -m 'Add some AmazingFeature'`)
|
| 131 |
+
4. Push to the branch (`git push origin feature/AmazingFeature`)
|
| 132 |
+
5. Open a Pull Request
|
| 133 |
+
|
| 134 |
+
## π Acknowledgments
|
| 135 |
+
|
| 136 |
+
- [Google Gemini](https://deepmind.google/technologies/gemini/) for menu extraction
|
| 137 |
+
- [Stable Diffusion](https://stability.ai/) for food image generation
|
| 138 |
+
- [Hugging Face](https://huggingface.co/) for hosting and deployment
|
| 139 |
+
- [Flask](https://flask.palletsprojects.com/) for the web framework
|
| 140 |
+
|
| 141 |
+
## π Support
|
| 142 |
+
|
| 143 |
+
If you encounter any issues or have questions, please [open an issue](https://github.com/your-username/menu-extractor/issues) on GitHub.
|
| 144 |
+
|
| 145 |
+
---
|
| 146 |
+
|
| 147 |
Made with β€οΈ by [Your Name](https://github.com/your-username)
|