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The Neural Farmer

By Prakhar Yadav

Product Image: The Neural Farmer

The Neural Farmer

By Prakhar Yadav

0 - Default Title
Description
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.
Product details
Binding:
Paperback
Number of Pages:
52
Release Date:
2025-04-25
Publication Date:
2025-04-25
Publisher:
LAP LAMBERT Academic Publishing
Languages:
Original: English
ISBN10:
6208444829
ISBN13:
9786208444822
Weight:
96 g
Height:
150 cm
Width:
220 cm
Thickness:
4 cm
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