AI Analysis of Roads and Informal Housing

Source on GitHub

About the project

An academic satellite-image analysis project with image processing, model outputs, a web interface and APIs.

Project context: Student academic project
Status: Completed
Year: 2023
My role: Implemented as a graduation project for a student in Saudi Arabia in 2023.

Python
Flask
TensorFlow
Keras
OpenCV
NumPy
Plotly

Technical journey

Users upload an image and select a model for preprocessing, inference and visual output. The code contains building-density, building-detection and road options, plus charts and maps; some chart data is demonstrative.

Academic context

One of my early projects, implemented for a student in Saudi Arabia in 2023 and awarded an Excellent academic grade. This does not establish model accuracy. Its use after the discussion is unknown to me.

Features

Image upload, model selection and visual output
Flask website and APIs
Charts, maps and statistics

Project gallery

Select an image to see the full view

AI Analysis of Roads and Informal Housing — Satellite imagery analysis — demonstration data — Satellite imagery analysis — demonstration data

AI Analysis of Roads and Informal Housing — Analysis workspace — demonstration data — Analysis workspace — demonstration data

Get in touch

Tell me about your project and what you need to develop.

osama0zayed@gmail.com