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| title: Flower_classifier | |
| colorFrom: blue | |
| colorTo: purple | |
| sdk: gradio | |
| license: apache-2.0 | |
| pipeline_tag: classification | |
| metrics: | |
| - accuracy | |
| library_name: tensorflow keras | |
| emoji: π | |
| # Model Card | |
| ## Overview | |
| - **Model name:** Flower Classification | |
| - **Model description:** Classification between 5 types flower. | |
| - **Authors:** Pallabi Biswas | |
| - **Repository link:** https://huggingface.co/spaces/pallabi/gradio_flower_classifier/tree/main | |
| - **License:** Apache license 2.0 | |
| - **Contact information:** [email protected] | |
| --- | |
| # Flower Classification_app | |
| A simple and well designed web app to classify between **5 types flower**. | |
| ### Requirements | |
| - gradio | |
| - tensorflow | |
| - keras | |
| - matplotlib | |
| - Pillow | |
| - numpy | |
| ### Table Of Contents | |
| - [Introduction](#introduction) | |
| - [Project Architecture](#project-architecture) | |
| - [How To Run](#how-to-run) | |
| - [License](#license) | |
| - [Contributor](#contributor) | |
| ### Introduction | |
| A simple and well designed web app to translate between **5 types flower**. | |
| ### Prject Architecture | |
| ``` | |
| βββ data | |
| β βββ flowerClassifications.txt - text dataset. | |
| β | |
| β | |
| βββ docs | |
| β βββ flowerClassifications.pdf - paper of the related research. | |
| β | |
| β | |
| βββ app.py - this module starts the app interface. | |
| β | |
| β | |
| βββ LICENSE - license file of this project. | |
| β | |
| β | |
| βββ README.md - readme file of this project. | |
| β | |
| β | |
| βββ requirements.txt - list of required packages. | |
| ``` | |
| ### How To Run | |
| ```bash | |
| # clone project | |
| git clone https://huggingface.co/spaces/pallabi/gradio_flower_classifier | |
| # go inside the project directory | |
| cd gradio_flower_classifier | |
| # install the required packages | |
| pip install -r requirements.txt | |
| # run the gradio app | |
| python app.py | |
| ``` | |
| ### License | |
| Distributed under the Apache License 2.0. See `LICENSE` for more information. | |
| ### Contributor | |
| Pallabi Biswas - [@pallabi](https://huggingface.co/pallabi) - [email protected] | |
| Project Link: [https://huggingface.co/spaces/pallabi/gradio_flower_classifie](https://huggingface.co/spaces/pallabi/gradio_flower_classifier) |