{"product_id":"boost-yields-save-crops-mohammed-rahmath-unissa-aman-9798223486350","title":"Boost Yields, Save Crops: How Machine Learning Can Help Farmers Combat Disease","description":"\u003cp\u003eIt is a well-known fact that economy of a nation highly depends on agricultural productivity.\u003c\/p\u003e\u003cp\u003eOccurrence of diseases in plants is quite natural. Thus, detection of diseases in plants forms a vital\u003c\/p\u003e\u003cp\u003easpect of enhancing agricultural productivity. Lack of proper care can cause serious effects on\u003c\/p\u003e\u003cp\u003eplants which in turn affects quality, quantity or productivity of the plant product. For example, \u003c\/p\u003e\u003cp\u003eThe Great Famine (1845-1849) was a period of crop failure which led to diseases, mass\u003c\/p\u003e\u003cp\u003estarvation, emigration and death. Biologists later arrived at a conclusion that the famine was\u003c\/p\u003e\u003cp\u003ecaused by a potato blight, a natural event. Death was widespread and the toll rose to a 100,000.\u003c\/p\u003e\u003cp\u003eAutomatic disease detection techniques can be used on crops in big farms, which will help reduce\u003c\/p\u003e\u003cp\u003ethe manual monitoring of crops and detect disease or their symptoms at very early stages. This\u003c\/p\u003e\u003cp\u003egives time for proper remedy. This paper presents an application with machine learning algorithms\u003c\/p\u003e\u003cp\u003eto detect and classify diseases in tomato plants by processing images of the leaves.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Mohammed Rahmath Unissa Aman\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9798223486350\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Classichouse\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 02\/11\/2024\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 68\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.40lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 11.00h x 8.50w x 0.14d","brand":"Mohammed Rahmath Unissa Aman","offers":[{"title":"Paperback","offer_id":50593373389055,"sku":"9798223486350","price":30.99,"currency_code":"USD","in_stock":true}],"url":"https:\/\/www.whiterainbookhouse.com\/products\/boost-yields-save-crops-mohammed-rahmath-unissa-aman-9798223486350","provider":"WR Book House","version":"1.0","type":"link"}