GeoDeep: Object Detection in Maxar Satellite Imagery of Myanmar and Thailand

This post details using the Python package GeoDeep to perform object detection on Maxar's open satellite imagery of Myanmar and Thailand, following a recent earthquake. Leveraging a high-performance workstation, the author runs GeoDeep's built-in AI models to detect cars, trees, buildings, and roads. The results reveal varying accuracy and efficiency across different models, with some exhibiting missed detections and false positives. The experiment highlights the potential and challenges of AI-powered object detection in satellite image analysis.