Deep learning based disease, pest pattern and nutritional deficiency detection system for “Zingiberaceae” crop

• Main Authors: Hamna Waheed, Noureen Zafar, Waseem Akram, Awais Manzoor, Abdullah Gani, Saif ul Islam
• Format: Article
• Language: English; English
• Published: Multidisciplinary Digital Publishing Institute (MDPI) 2022
• Subjects: SB1-1110 Plant culture
• Online Access: https://eprints.ums.edu.my/id/eprint/33879/3/Deep%20learning%20based%20disease%2C%20pest%20pattern%20and%20nutritional%20deficiency%20detection%20system%20for%20%E2%80%9CZingiberaceae%E2%80%9D%20crop.pdf; https://eprints.ums.edu.my/id/eprint/33879/1/Deep%20Learning%20Based%20Disease%2C%20Pest%20Pattern%20and%20Nutritional%20Deficiency%20Detection%20System%20for%20%E2%80%9CZingiberaceae%E2%80%9D%20Crop%20_ABSTRACT.pdf; https://eprints.ums.edu.my/id/eprint/33879/; https://www.mdpi.com/2077-0472/12/6/742/htm; https://doi.org/10.3390/agriculture12060742

Plants’ diseases cannot be avoided because of unpredictable climate patterns and environmental changes. The plants like ginger get affected by various pests, conditions, and nutritional deficiencies. Therefore, it is essential to identify such causes early and perform the cure to get the desired pro...