L-Net: a lightweight CNN framework for sustainable multicrop leaf disease detection and classification on edge devices
R. Deepa, Midhun P Mathew, S Baskar, K M Abubeker
Abstract
The early diagnosis of plant leaf diseases is crucial in the sustainable management of agriculture as it minimises crop damage and reduces the use of pesticides.
Topics & Concepts
Computer scienceArtificial intelligenceSustainable agricultureAgricultureEnhanced Data Rates for GSM EvolutionCropEdge detectionComputer visionPrecision agricultureDiseaseImage processingPattern recognition (psychology)Feature extractionRemote sensingCrop productionSmart Agriculture and AIInnovations in Aquaponics and Hydroponics SystemsPlant Disease Management Techniques