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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) |