https://github.com/marketcalls/model-replicator
https://github.com/marketcalls/model-replicator
Last synced: 6 months ago
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- Host: GitHub
- URL: https://github.com/marketcalls/model-replicator
- Owner: marketcalls
- License: mit
- Created: 2024-09-01T09:07:54.000Z (about 1 year ago)
- Default Branch: master
- Last Pushed: 2024-09-03T08:02:29.000Z (about 1 year ago)
- Last Synced: 2025-02-07T16:37:50.253Z (8 months ago)
- Language: HTML
- Size: 7.81 KB
- Stars: 2
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# Model Replicator
Model Replicator is an Flux Lora+Controlnet based image generation tool that allows you to generate AI-generated images based on a control image and a description. It uses the OpenAI GPT-4 Vision API and the Replicate API to generate images.
## Features
- Generate image descriptions from a control image URL
- Edit and refine the generated description
- Create AI-generated images based on the modified description
- Customizable negative prompts and control types
- Side-by-side comparison of control and generated images
## Prerequisites
- Python 3.7+
- Flask
- Replicate API key
- OpenAI API key
## Installation
1. Clone the repository:
```
git clone https://github.com/marketcalls/model-replicator.git
cd model-replicator
```
2. Install the required dependencies:
```
pip install -r requirements.txt
```
3. Set up your environment variables:
- Copy the `.env.sample` file to `.env`:
```
cp .env.sample .env
```
- Open the `.env` file and replace the placeholder values with your actual API keys and settings:
```
OPENAI_API_KEY=your_openai_api_key_here
OPENAI_MODEL=gpt-4-vision-preview
REPLICATE_API_TOKEN=your_replicate_api_token_here
LORA_URL=your_lora_url_here
REPLICATE_MODEL=your_replicate_model_here
```
## Usage
1. Run the Flask application:
```
python app.py
```
2. Open a web browser and navigate to `http://localhost:5000`
3. Enter the control image URL and adjust the parameters as needed
4. Generate and edit the image description
5. Generate the final image based on the modified description
## License
This project is licensed under the MIT License - see the [LICENSE](../LICENSE) file for details.
## Contributing
Contributions are welcome! Please feel free to submit a Pull Request.
## Acknowledgements
- OpenAI for providing the GPT-4 Vision API
- Replicate for the image generation model
- Flask for the web framework