ObjTest

ObjTest is a web app which can predict the object in images (with up to 1000 classes of object).

The app does not prioritize speed and design, it is just a fun and random experiment of mine regarding to the field of machine learning and web development. 😆

Utilizing:

• Flask
• ReactJS
• Bootstrap
• Tensorflow
• VGG16 pre-trained model with the ImageNet dataset.

Quick Overview

How to run the app locally?

First, clone this repository:

git clone https://github.com/ngthanhvinh2000/ObjTest
cd ObjTest

Run Flask back-end

From the root, open a terminal window and run the following commands:

cd backend
pip install -r requirements.txt
python3 server.py

The back-end server is hosted at: http://localhost:5000.

Run React front-end

From the root, open another terminal window and run the following commands:

cd frontend
npm install
npm start

Access http://localhost:3000 and enjoy the React app!

Note

It may take some time to load...