LinkedIn·Tuesday, 4 August 2026·22d ago

🥈 Our AI for Earthquake Response solution is now open source. A few months ago, our team took 2nd place in the ESA Φ-lab and International…

Eric Charles

CEO / Founder at Datalayer ≡ Managed AI Agents for Data Analysis ✨🤖 #faster #cheaper #collaborative

🥈 Our AI for Earthquake Response solution is now open source. A few months ago, our team took 2nd place in the ESA Φ-lab and International Charter AI for Earthquake Response Challenge, competing against more than 250 teams. Our solution combined deep learning, image registration, Siamese networks, and ensemble models to detect earthquake damage from satellite imagery. Today, we're making the entire project publicly available. 📖 Read how we approached the challenge: https://lnkd.in/eYieZisP 💻 Source code: https://lnkd.in/e-Bqbx5J We believe competition solutions shouldn't end with a leaderboard. By sharing the code, we hope others can learn from it, reproduce the results, and build on top of our work. This is only the beginning. Over the coming weeks, we'll also publish a fully reproducible version on the Datalayer platform, allowing anyone to rerun the complete analysis—from data preparation to model training and evaluation—with cloud GPUs and AI assistance. If AI is going to help solve real-world problems, reproducibility should be as important as performance. #AI #DeepLearning #SatelliteImagery #EarthObservation #OpenSource #Jupyter #DataScience #Earthquake #ComputerVision