Kniha Deep Learning in Modern C++ Luiz Carlos d'Oleron

Deep Learning in Modern C++

Jazyk: Angličtina
Väzba: Brožovaná
Vydavateľ: Bpb Publications
Dostupnosť: Skladom u dodávateľa
Odosielame za 9-15 dní
41.64
This book guides you through the entire development lifecycle, starting with a solid foundation in t...

Informácie o knihe

Jazyk
Angličtina
Väzba
Kniha - Brožovaná
Vydalo
2025
Stránok
464
EAN
9789365893519
ISBN
9365893518
Enbook ID
48664544
Vydavateľ
Hmotnosť
789
Rozmery
191 x 235 x 24

Kompletný popis

This book guides you through the entire development lifecycle, starting with a solid foundation in the modern features and essential libraries, like Eigen, for C++. You will master core deep learning concepts by implementing convolutions, fully connected layers, and activation functions, while learning to optimize models using gradient descent, backpropagation, and advanced optimizers like SGD, Momentum, RMSProp, and Adam. Crucial topics like cross-validation, regularization, and performance evaluation are covered, ensuring robust and reliable applications. Finally, you will dive into computer vision, building image classifiers and object localization systems, leveraging transfer learning for optimal performance.

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