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| title: GRANA | |
| sdk: docker | |
| # GRANA | |
| <img src="https://img.shields.io/badge/Python-3.9-blue"/> | |
| <a href="www.chloroplast.pl/GRANA"><img src="https://img.shields.io/badge/GRANA-Website-green" /></a> | |
| <a href="https://huggingface.co/spaces/chloroplast/GRANA"><img src="https://img.shields.io/badge/GRANA-Demo-green" /></a> | |
| <img src="https://img.shields.io/badge/Gradio-4.44.0-darkgreen"/> | |
| GRANA (**G**raphical **R**ecognition and **A**nalysis of **N**anostructural **A**ssemblies) | |
| is an an AI-enhanced, user-friendly | |
| software tool that recognizes grana on thylakoid network electron micrographs | |
| and generates a complex set of their structural parameters measurements. | |
| ## Website | |
| More information about GRANA, including **example dataset**, can be found at [GRANA website](https://www.chloroplast.pl/grana). | |
| ## Demo | |
| Demo version of GRANA is available at [Hugging Face Spaces](https://huggingface.co/spaces/chloroplast/GRANA). | |
| Using demo version, you can analyze up to 5 images at once. | |
| ## Running as Docker container | |
| The recommended way to run GRANA is to use Docker container. | |
| To run the container, use the following command: | |
| ```bash | |
| docker run -p 7860:7860 mbuk/grana_measure:v0.5.4 | |
| ``` | |
| After running the command, you can access the GRANA interface at `http://localhost:7860`. | |