An Image Based Diagnostic Expert System for Green Leafy Vegetables and Herbs

摘要

The project relates to the broad fields of image processing and artificial intelligence is an application of expert system that provides systems the ability to automatically learn and improve the old methods. The main aim of this project to develop an expert system which can identify the and gives the preventing system for plant diseases since the agriculture sector needs a proper awareness of the making end user to understand about the farming issues. The steps required in the process are pre- processing, training and identification and prevention. The diseases considered are :bacterial leaf spot on spinach, downy mildew on basil, leaf spot on coriander, which can cause heavy loss to crop. The Expert system based up on fuzzy rule logic is exploited for detecting the pathology of the leaf This paper suggests an artificial intelligent based machine learning expert system which can provide more accurate results related to the identification and classification of leaf diseases. In his work, disease classification on these crops are carried out using entropy values such as MSE and PSNR achieved good results.