bahkali / DogBreed-Website

Using Deep Learning (TensorFlow) this app will predict what breed of dog the image is.

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

Dog Breed Classifier App

Using Machine Learning (TensorFlow ) to predict dog breed provided an image on the website model is converted to Tensorflow Lite to implement on mobile app

  • React as FrontEnd
  • Flask Backend
  • Flutter for mobile app
  • Google Colab create and train the model

Usage

you can upload an image or provide an url link of the image.

Installation

  1. React installation make sure to change the proxy in the package.json file to your local host
cd frontend/dogbreed/
npm install
npm start

  1. Flask installation
pip install -r requiremts.txt

FLASK_APP=app.py
FLASK_DEBUG=true
flask run

Information

Need to create en enviroment before installing all the requirement my python is working correctly to excute any python code python -m pip ...

About

Using Deep Learning (TensorFlow) this app will predict what breed of dog the image is.


Languages

Language:JavaScript 42.9%Language:HTML 18.3%Language:Jupyter Notebook 11.6%Language:Python 11.1%Language:Dart 9.0%Language:CSS 3.7%Language:Swift 2.3%Language:Kotlin 0.7%Language:Objective-C 0.2%