CMPUT401 Project - AI4Buzz

Project Summary

This project is to develop a web service to allow researchers to gain insight into the meanings and semantics of what makes a social media post more influential. Specifically, this project will expose a web REST API to allow researchers at AI4Society to upload images and retrieve a summary of an analysis of that photo. This analysis may contain anything from a color scheme analysis to sentiment classification of the photo.

• Demo

Project Documentation

• https://sandipsahajoy.xyz/AI4Buzz/

Active Deployment - Cybera

• Frontend URL
• Backend API URL
• API Documentation

Local Setup

Prerequisites

• Python 3.9
• Yarn and Nodejs

API

1. clone the repo
2. cd into the api directory
3. generate virtual environment with python3 -m venv env
4. activate virtual env with source env/bin/activate
5. install requirements with pip install -r requirements.txt
6. run app with uvicorn api.main:app --reload

Web Client

1. clone the repo if you haven't already
2. cd into frontend directory
3. use yarn start to start app locally

Testing

Backend

• Endpoint test API: pytest api/tests/test_endpoints.py
• Unit test models: python -m unittest discover -p "*__test.py"

Frontend

• snap shot test: yarn test