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This Arduino project deploys two servos, a moisture sensor, and a buzzer for flood detection. Upon surpassing a set moisture threshold, the system raises a bridge, triggering a buzzer. The bridge lowers when the flood subsides, enhancing flood response capabilities.
This project is to test a simple and a diverse approch to make use of clusters for identify or detect water level in an image using unsupervised learning(K-Mean clustering) instead of object detection model or masking model, which by the way were tested but the result optained was not good enough.