Open Daily: 10am - 10pm | Alley door pickup 10am - 7pm 3038 Hennepin Ave Minneapolis, MN
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  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
The Neural Farmer

The Neural Farmer

Yadav, Prakhar

Paperback

Botany & Horticulture

ISBN10: 6208444829
ISBN13: 9786208444822
Publisher: LAP Lambert Academic Publishing
Published: Apr 25 2025
Pages: 52
Weight: 0.18
Height: 0.12 Width: 6.00 Depth: 9.00
Language: English
This book explores the application of deep learning, specifically Convolutional Neural Networks (CNNs), for the automated detection and classification of potato leaf diseases such as early blight and late blight. It provides a comprehensive overview of traditional diagnostic methods, the fundamentals of CNNs, dataset preparation, model architecture, training strategies, and evaluation metrics. With an emphasis on practical applications, the book also addresses limitations like dataset bias, image quality, and model interpretability. Designed for researchers, students, and agricultural practitioners, this work contributes to the growing field of AI-driven precision agriculture, promoting sustainable and intelligent farming solutions.

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