https://github.com/engichang1467/catdognn-api

Using Tensorflow, Keras to create Deep Learning Neural Network API that can differentiate images between cats and dogs.
https://github.com/engichang1467/catdognn-api

api flask keras neural-network tensorflow

Last synced: 14 days ago
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Using Tensorflow, Keras to create Deep Learning Neural Network API that can differentiate images between cats and dogs.

• Host: GitHub
• URL: https://github.com/engichang1467/catdognn-api
• Owner: engichang1467
• Created: 2020-12-30T07:46:00.000Z (about 4 years ago)
• Default Branch: main
• Last Pushed: 2021-01-01T19:31:40.000Z (about 4 years ago)
• Last Synced: 2024-11-17T00:19:49.717Z (3 months ago)
• Topics: api, flask, keras, neural-network, tensorflow
• Language: HTML
• Homepage:
• Size: 2.56 MB
• Stars: 0
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
# Keras Cat or Dog Predictor API

- Using Tensorflow, Keras and Flask to develop a Deep Learning Neural Network API that can differentiate images between cats and dogs.

- Exploring the usage of Deep Neural Network and Image recognition applications with TensorFlow and Keras.

![](src/demo.gif)

## How to run it 

- Download ```VGG16_cats_and_dogs.h5``` file [here](https://drive.google.com/file/d/19yICdtSbU_YkQBRxJ2if9KJwUL1oY5xs/view) (This file is too big to store on GitHub)

    - It contains the trained model that we need for this project

- Install everything you need from ```requirements.txt```

```

pip install -r requirements.txt

```

- Run the app

```

export FLASK_APP=app.py

flask run --host=0.0.0.0

```

- Go to this [link](https://localhost:5000/static/index.html) to see it for yourself

```

localhost:5000/static/index.html

```

- HAVE FUN!!!