Mark Litwintschik • 6/10/2024

Satellites Spotting Ships

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This article details the process of building a ship detection model using the YOLOv5 framework and the HRSID dataset, specifically for analyzing Synthetic Aperture Radar (SAR) imagery from Umbra Space's satellite fleet. It includes a technical setup of the workstation, code snippets for data processing, and steps for installing prerequisites, focusing on the intersection of satellite data analysis and machine learning.

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#Python #computer vision #Remote Sensing
Satellites Spotting Ships

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