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Plant Monitoring Project

TED University | Computer Engineering | CMPE 491–492 | 2026–2027

Explainable Plant Monitoring and Early Warning System

This graduation project aims to monitor visible changes in plants grown in small environments using images from a fixed camera together with environmental measurements: air temperature, relative humidity, soil moisture, and light.

We plan to compare single-image analysis, temporal analysis of successive images, and a combined image–sensor approach. Each observation should be explainable through visible evidence, such as yellowing or changes in green area, and the related environmental readings. This work is planned and has not yet been validated.

Illustration of a seedling with a fixed camera and a soil sensor