API_ImmoPrediction_3D

This is the part with only the API from the project ImmoEliza, the first group project between the Kellers (web dev promotion) and the Turings (AI promotion).

The purpose of this project is to create an application for the client ImmoEliza, with a form to predict the price of a house or apartment.

And this is the repo of my API.

The work done upstream (to write and train the models or to prepare the dataset to made it possible to do the 3D) can be found in the original repository

Objectives

• Be able to create a prediction model
• Be able to deploy your model
• Be able to work in a team
• Be able to build an api.

Optional objectives

• The API return a 3D model based on the coordinates (works only for the city of Mons, files too heavy for more)

When

• Deadline: 26/11/2020 16:30
• Duration: 5 days
• Situation: 4th month of the BeCode's formation about AI and Machine learning

Where

All the work done was made during the BeCode's AI's formation 2020-2021.

Diagrams

API

Preview

API's Documentation

API's Exemple : predict request

API's Exemple : predict response

API's Exemple : 3D request

API's Exemple : 3D response

Opening the 3D file under Blender

Progress

API -- Finished