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Academic Paper from the year 2023 in the subject Biology - Botany, grade: A, Savitribai Phule Pune University, formerly University of Pune, language: English, abstract: Cotton plant diseases location is a tremendous issue and frequently needs proficient support to identify the infection. This exploration center's on making a profound learning model that distinguishes the sort of sickness that impacted the plant from the pictures of the leaves of the plants. The profound learning is finished with the assistance of Convolutional Brain Organization by performing move learning. This technique accomplished condition of workmanship results for the dataset utilized. The primary objective is to bring down the expert assistance to identify the cotton plant illnesses and make this model open to however many individuals as could reasonably be expected. Fast upgrades in profound learning (DL) procedures have made it conceivable to identify and perceive objects from pictures. DL approaches have as of late entered different horticultural and cultivating applications, subsequent to being effectively utilized in different fields.