SwellSight is an AI-powered system that analyzes beach cam footage to extract wave height, direction, and breaking type. It features a sim-to-real pipeline using Depth-Anything-V2 for depth extraction, FLUX.1 for synthetic data generation, and DINOv2 for real-time analysis, achieving 92% direction accuracy across diverse weather conditions.
python computer-vision deep-learning pytorch artificial-intelligence depth-estimation computer-vision-opencv huggingface synthetic-data-generation sim-to-real controlnet dinov2 flux1 wave-analysis
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Updated
Aug 1, 2026 - Jupyter Notebook