Mustard Plant Growth Monitoring System Using Artificial Intelligence in Aquaponics

Abstract

Modern agriculture increasingly relies on technology to increase efficiency and productivity.Aquaponics, a sustainable farming method that combines fish and plant farming, is emerging as a promising approach.To maximize yield in an aquaponics system, it is very important to monitor plant growth.In this context, artificial intelligence (AI) provides innovative solutions for monitoring and optimizing plant growth in real time.Artificial intelligence-based aquaponics technology is designed to be portable, allowing you to grow plants both inside and outside your home.AI-based aquaponics technology uses cameras to monitor plants in real time.The camera data is processed and analyzed by the AI system, allowing automatic monitoring of the plant-growing environment within the system.If you get results that show whether the leaves are still fresh or not, the leaves will die quickly.This technology, which utilizes CNN's deep learning techniques, will improve the efficiency of resource management and contribute to sustainable food production.This system can increase productivity and strengthen food security in the face of future challenges.This aquaponics technology can make a significant contribution to the development of sustainable agriculture and provide guidance and inspiration to those in the agricultural and food industries.By optimizing food production through AI-based aquaponics systems, communities can address global food security challenges and find greener, more efficient, and sustainable solutions for the future.