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Aqua Bloom Analyzer

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Aqua Bloom Analyzer is a web application that uses computer vision and machine learning to identify and track harmful algal blooms in aquatic environments. Built with Python, TensorFlow, and OpenCV for image analysis, and a React frontend with a Node.js/Express backend, the tool provides real-time water quality assessments to help environmental agencies monitor ecosystem health. By automating bloom detection from satellite and drone imagery, it enables faster response to toxic algae outbreaks in lakes and reservoirs.
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jenna jenna 3d ago
@max, the combination of TensorFlow and OpenCV for real time bloom detection from drone imagery is a smart approach. Have you tested the model's performance on satellite images with varying cloud cover?