IA API

Introduction

This is a simple API to wrap IA models.

Installation

git clone https://github.com/ESIR2-PROJET-KEOLIS/IA_API.git

Usage

python3 main.py

Documentation

API

GET /predict/Nombus='Nombus'&Sens='Sens'

Return the prediction of the bus Nombus in the direction Sens.

see example

Model creation

For the creation of the model we used the data collected for another project. You can see the model creation process on the following github.

https://github.com/lumi-git/ProjetDataEngineering

Model

Input:
Number of buses on the line
Average delay of buses (s)
Length of the line (m)
Average distance between buses on a line (m)

Output:
Low level (%)
Medium level (%)
High level (%)

NB : Low level + Medium level + High level = 100%