DOI of the published article https://doi.org/10.37905/jjeee.v6i2.26143
Implementation of Image Processing On Hydroponic Pakcoy Plants To Detect AB MIX Nutrient Levels
Implementasi Pengolahan Citra Untuk Mendeteksi Kadar Nutrisi AB MIX Tanaman Pakcoy Hidroponik
DOI:
https://doi.org/10.21070/ups.5712Keywords:
Hydroponic Pakchoy, TDS sensors, pH sensors, ESP32 cam, Image processingAbstract
One of the alternative land use today is vegetable cultivation using hydroponic method. This article aims to create a system that can detect nutrient levels in hydroponic plants. The first test, plants were given nutrients in the range of 1100-1400 PPM (Parts Per Million). In the second treatment, plants were given nutrients in the range of 800-1000 PPM. The control devices used in this system include ESP32, ESP32Cam, pH sensor, and TDS sensor. Based on the experimental results, it was obtained that mustard green leaves will be green if the TDS meter value is at an average of 1160.83 PPM with an average error of 5.61% while the pH meter value is at 9.82 with an average error of 4.2%. The percentage value of green color detected in image processing is 120.33% with a lower green limit of [35,21,63] and an upper green limit of [55,255,255].
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