Grape Leaf Diseases Classification using Transfer Learning

semanticscholar(2020)

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摘要
1,2,3,4Student, Gurukula Kangri Vishwavidyalaya, Haridwar, India (249404). 5Guide, Raman Classes ---------------------------------------------------------------------***---------------------------------------------------------------------Abstract India is the largest producer of fruits in the world. Various species of fruits like apple, mango, grapes, banana etc. are exported from India every year. According to the National Horticulture Board (NHB), the area under grapes is 1.2% of the total area of the fruit crops (2.8%) in India. Grapes are the rich source of Fibre, Vitamins (especially C & K) and Nutrients. Grapes contain several antioxidants like resveratrol, which helps in fighting against multiple diseases like cancer, diabetes, blood pressure etc. Production and quality of the grapes are highly influenced by various diseases and it is difficult to identify these diseases on a grape plant by a farmer as it requires an expert to discern it. Automatic Detection and on-time treatment of these diseases can help in saving millions
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