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Explore the innovative application of aerial imagery analysis for detecting and assessing solar panels across Switzerland in this 29-minute conference talk from EuroPython 2020. Delve into the methodologies and technologies employed to identify and evaluate solar installations using high-resolution aerial photographs. Gain insights into the challenges and solutions involved in processing large-scale geographical data, and discover how this approach contributes to renewable energy mapping and policy-making. Learn about the intersection of computer vision, machine learning, and environmental science in this cutting-edge presentation on sustainable energy infrastructure assessment.