A Python-based computer vision system that estimates water turbidity (NTU) from digital images. It combines red channel modeling, edge detection, and particle analysis to provide a cost-effective alternative to hardware turbidimeters, complete with a Tkinter GUI and automated PDF reporting.
python opencv computer-vision image-processing data-visualization tkinter water-quality environmental-monitoring pdf-reporting turbidity-analysis
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Updated
Jun 15, 2026 - Python