Hannah-Yao/House-price-estimation-from-visual-and-textual-features

Python

House-price-estimation-from-visual-and-textual-features

I have been using the House Prices dataset from Ahmed and Moustafa’s 2016 paper

You can find the dataset here https://github.com/emanhamed/Houses-dataset
This dataset includes both numerical/categorical data along with images data for each of the 535 example houses in the dataset.

The numerical and categorical attributes include:

Number of bedrooms
Number of bathrooms
Area (i.e., square footage)
Zip code

A total of four images are provided for each house as well:

Bedroom
Bathroom
Kitchen
Frontal view of the house

Here we are going to work with multiple inputs and mixed data with Keras.