TY - GEN
T1 - Thimar
T2 - 16th Student Research Conference on Applied Computing, SRC 2025
AU - Hmoud, Aya
AU - Hassan, Ameera Saeed
AU - Alnuaimi, Shahed
AU - Hamzeh, Nour Ahmad
AU - Rais, Rao Naveed Bin
N1 - Publisher Copyright:
© 2025 IEEE.
PY - 2025
Y1 - 2025
N2 - Hydroponic farming faces challenges in nutrient management and early disease detection, leading to significant crop losses. This paper introduces Thimar, an AI-driven system that integrates real-Time sensor data and deep learning-based image analysis to optimize hydroponic crop monitoring. While relative studies focus on plant diagnosis or nutrition management in isolation, Thimar concurrently evaluates both factors, offering actionable insights for farmers. By leveraging IoT-enabled sensors and convolutional neural networks (CNNs), our approach advances precision agriculture, contributing to sustainable and data-driven farming practices.
AB - Hydroponic farming faces challenges in nutrient management and early disease detection, leading to significant crop losses. This paper introduces Thimar, an AI-driven system that integrates real-Time sensor data and deep learning-based image analysis to optimize hydroponic crop monitoring. While relative studies focus on plant diagnosis or nutrition management in isolation, Thimar concurrently evaluates both factors, offering actionable insights for farmers. By leveraging IoT-enabled sensors and convolutional neural networks (CNNs), our approach advances precision agriculture, contributing to sustainable and data-driven farming practices.
KW - Deep learning
KW - Hydroponic farming
KW - IoT-enabled sensors
KW - Plant disease detection
KW - Precision agriculture
UR - https://www.scopus.com/pages/publications/105031441868
U2 - 10.1109/SRC65875.2025.11263684
DO - 10.1109/SRC65875.2025.11263684
M3 - Conference contribution
AN - SCOPUS:105031441868
T3 - Proceedings of the 16th Student Research Conference on Applied Computing: AI Innovations for a Better Tomorrow, SRC 2025
BT - Proceedings of the 16th Student Research Conference on Applied Computing
PB - Institute of Electrical and Electronics Engineers Inc.
Y2 - 24 September 2025 through 25 September 2025
ER -