Mahyar Aboutalebi, Ph.D. πŸŽ“

AI

Field Boundary Detection in Satellite Imagery Using the SAM2 Model

Step-by-Step Tutorial on Applying Segment Anything Model Version 2 to Satellite Imagery for Detecting and Exporting Field Boundaries in Agricultural Areas Mahyar Aboutalebi, Ph.D. πŸŽ“ Β· Follow Published in Towards Data Science Β· 13 min read Β· 15 hours ago — Table of Contents 🌟 Introduction 🏷️ Segment Anything Model πŸš€ Setup Google Colab πŸ›°οΈ Load Clear Sentinel-2 Images 🌍 Apply SAM2 on Sentinel-2 Images πŸ“„ Conclusion πŸ“š References 🌟 Introduction Manually drawing field boundaries

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Quantifying Burned Areas from Wildfires Using Satellite Imagery

Determining the burned area in forests due to wildfires using Sentinel-2 images with Python in Google Colab Mahyar Aboutalebi, Ph.D. πŸŽ“ Β· Follow Published in Towards Data Science Β· 9 min read Β· 21 hours ago — Sentinel-2 images with different bands captured over the Walbridge fire incident, visualized by the author Table of Contents 🌟 Introduction πŸ”₯ Walbridge Wildfire in California 🏷️ Method πŸš€ Setup Google Colab πŸ›°οΈ Load Clear Sentinel-2 Images πŸ”’ Count

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A Simple Way for Downloading Hundreds of Clipped Satellite Images Without Retrieving the Entire…

Learn how to download a clipped Sentinel-2 image for any Area of Interest (AOI), Lake Tahoe here, with just 12 lines of script. Mahyar Aboutalebi, Ph.D. πŸŽ“ Β· Follow Published in Towards Data Science Β· 9 min read Β· 19 hours ago — Timelapse of Lake Tahoe based on all clear sentinel-2 images in 2023, visualized by the author Table of Contents

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