https://github.com/blankscreen-exe/image-classification-app

An image classification app made with tensorflow and tkinter
https://github.com/blankscreen-exe/image-classification-app

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An image classification app made with tensorflow and tkinter

• Host: GitHub
• URL: https://github.com/blankscreen-exe/image-classification-app
• Owner: Blankscreen-exe
• Created: 2023-07-28T11:43:05.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2023-07-28T11:55:00.000Z (over 1 year ago)
• Last Synced: 2024-11-11T04:30:45.870Z (2 months ago)
• Language: Python
• Size: 259 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Image Classification App

This is a simple image classification app made with using [MobileNetV2](https://www.tensorflow.org/api_docs/python/tf/keras/applications/mobilenet_v2/MobileNetV2) model and [Tensorflow](https://www.tensorflow.org/).

> 📌 This project is a part of a [medium.com](https://medium.com/@hammad.ai/how-to-use-a-trained-model-in-an-application-using-tensorflow-cd8b4024bb28) blog article that I have written. Be sure to check that out right [here](https://medium.com/@hammad.ai/how-to-use-a-trained-model-in-an-application-using-tensorflow-cd8b4024bb28).

## Installation

- Install the dependencies

```shell

pip3 install tensorflow Pillow

```

- or alternatively you can use the `requirements.txt` file to install all the dependencies

```shell

pip3 install -r requirements.txt

```

- then run the `export_model.py` script to create a directory with model binaries.

```shell

python3 ./export_model.py 

```

## Usage

To run the application you will first need to export the model into its directory(follow steps in [Installation](##-Installation))

The app will be available by running the `app.py` script.

```

python3 ./app.py

```

## Preview

![Alt text](docs/images/app_preview.png)