In this condition, providing the farmers some automatic disease detection techniques can reduce their workload and the fear of loss of their production. This paper presents a method that detects ...

Image Segmentation: Isolated the plant region in each image using OpenCV techniques like thresholding and edge detection. Feature Extraction: Extracted important features such as color, texture, and ...

P.s : FOR PROMISING RESULTs ON IMAGE BASED CLASSIFICATION USE DEEP LEARNING INSTEAD OF NORMAL MACHINE LEARNING ALGORITHMS. Plant Disease Detection is one of the mind boggling issue that exits when we ...

The detection of plant disease is of vital importance in ... the first one-stage deep learning detection algorithm, divides an image into several grids, then predicts the bounding box for each ...

“An efficient algorithm for plant disease detection using deep convolutional networks,” in 2022 14th International Conference on Computational Intelligence and Communication Networks (CICN). (Lima, ...

Mohanty, S.P., Hughes, D.P. and Salathe, M. (2016) Using Deep Learning for Image-Based Plant Disease Detection. Frontiers in Plant Science, 7, 1419 ... The Shared Views of Four Research Groups. IEEE ...