IOT-Driven Smart farming: Enhancing mushroom cultivation with environmental control and image-based disease detection

Raghu kumar B S; Yogesh H C; Priya MM; Muktha S P Raj; Mohammed Ikram

doi:10.30574/ijsra.2025.16.3.2565

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IOT-Driven Smart farming: Enhancing mushroom cultivation with environmental control and image-based disease detection

Raghu kumar B S ^*, Yogesh H C, Priya MM, Muktha S P Raj and Mohammed Ikram

Department of Electronics and communication Engineering. Adichunchanagiri Institute of Technology, Chikkamagaluru

Review Article

International Journal of Science and Research Archive, 2025, 16(03), 396–401

Article DOI: 10.30574/ijsra.2025.16.3.2565

DOI url: https://doi.org/10.30574/ijsra.2025.16.3.2565

Publication history

Received on 27 July 2025; revised on 06 September 2025; accepted on 08 September 2025

Abstract

Mushroom farming is a rapidly growing segment of sustainable agriculture, offering high nutritional value and commercial viability. However, maintaining optimal environmental conditions and preventing disease outbreaks are major challenges. This paper proposes a comprehensive Internet of Things (IoT) based smart system that automates the monitoring and control of the growing environment while integrating image- based disease detection through deep learning. The solution reduces labor intensity, improves yield quality, and enables remote farm management.

Keywords

IoT; Mushroom Cultivation; Disease Detection; Raspberry Pi; Sensors; Python; Open CV; ESP32

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How to cite this article

Raghu kumar B S, Yogesh H C, Priya MM, Muktha S P Raj and Mohammed Ikram. IOT-Driven Smart farming: Enhancing mushroom cultivation with environmental control and image-based disease detection. International Journal of Science and Research Archive, 2025, 16(03), 396–401. Article DOI: https://doi.org/10.30574/ijsra.2025.16.3.2565.

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