Paper Published at IJAREEIE Journal Link: http://http://www.ijareeie.com/volume-11-issu...
Friday, May 7, 2021
Cotton Plant Disease Detection Using Machine Learning
In this blog, we show how neural networks can be used for plant disease recognition in the context of image classification. We used the publicly available Plant Village dataset which has cotton-related diseases. We compared five different backbones including VGG16, ResNet50, InceptionV3, InceptionResNet and DenseNet169. We found that ResNet50 achieves the best result on the test set. For evaluation, we used metrics: accuracy,...
Tuesday, April 20, 2021
Disease Detection Using Image Processing
Hey Guys, We are designing the solution to detect the diseased part of cotton leaves and plants by finding the optimum way with minimum cost. Agricultural productivity is something on which the Economy highly depends. This is one of the reasons that disease detection in plants plays an important role in the agriculture field, as having the disease in plants is quite natural. If proper care is not taken in this area then it causes serious...
Friday, April 16, 2021
Plant Disease Detection Using Image Processing
Introduction: The agricultural landmass is more than just being feeding sourcing in today’s world. Indian economy is highly dependent on agricultural productivity. Therefore in the field of agriculture, detection of disease in plants plays an important role. To detect a plant disease in the very initial stage, the use of an automatic disease detection technique is beneficial. The existing method for plant disease detection...
