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

Deep Learning in Modern C++

Limbă: engleză
Legare: Carte broșată
Editura: Bpb Publications
Disponibilitate: În depozitul extern
Expediem în 9-15 zile
237.98 lei
This book guides you through the entire development lifecycle, starting with a solid foundation in t...

Informații despre carte

Limbă
engleză
Legare
Carte - Carte broșată
Publicat
2025
Pagini
464
EAN
9789365893519
ISBN
9365893518
Enbook ID
48664544
Greutate
789
Dimensiuni
191 x 235 x 24

Descriere completă

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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