AI4EO

This project address the challenge of creating EO labelled dataset and building ML model for EO imagery. The envisioned goal is to make it easy for companies and businesses without the extensive experience of developing AI models and EO for their specific use-cases. Specifically, the project investigates the possibility of generating an annotated dataset by leveraging satellite imagery and other geo-referenced data such as OSM. It further describes how to apply deep learning models for object detection on EO imagery through experimentation. We successfully developed

1. The pipeline for creating an AI-ready dataset for EO applications by combining satellite imagery and geo-referenced data sources such as OSM and
2. Machine learning pipeline for building machine learning models for EO applications with a focus on computer vision models’,