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satelite-images

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aitlas-arena

An open-source benchmark framework for evaluating state-of-the-art deep learning approaches for image classification in Earth Observation (EO)

  • Updated Apr 19, 2024

Based on infrared satellite images, the existence of a methane plume was predicted. Transfer Learning for PyTorch Classification CNNs was combined with traditional methods on tabular data. This is a fork of a group project of my DSB Master's Degree at HEC Paris in cooperation with McKinsey QuantumBlack. (mckinsey.com/capabilities/quantumblack/)

  • Updated Oct 14, 2023
  • Python

Analyzing urban green cover changes using satellite imagery and Google Earth Engine (GEE). This project utilizes remote sensing techniques to assess vegetation elasticity, land use changes, and sustainability in urban environments, contributing to SDG 15 (Life on Land) and climate resilience. 🚀🌍

  • Updated Feb 15, 2025
  • Jupyter Notebook

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