April 2025
Intermediate to advanced
482 pages
13h 59m
Italian
book
Machine learning pratico per la visione artificiale
by Valliappa Lakshmanan, Martin Görner, Ryan Gillard
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Indice
Simboli
- Convoluzione 3D, Conv3D
- (vedi anche Conv3D)
- Annotazione @tf.function, Invocazione del modello, Esportazione del modello
A
- perdita assoluta, perdita L1 liscia (per la regressione box)
- astrazione, miglioramento per la previsione dei modelli API, miglioramento dell'astrazione
- acceleratori, miglioramento dell'efficienza
- (vedi anche GPU; TPU)
- prestazioni della predizione batch e, Servizio gestito per la predizione batch
- per l'edge ML, Vincoli e ottimizzazioni
- sui fornitori di servizi Cloud, Distribuzione del modello
- accuratezza, metriche di errore, classificazione binaria
- classificazione, Classificazione binaria
- definito, Glossario
- insiemi di dati sbilanciati e, Tasso di apprendimento differenziale
- tracciare, Adattare il modello
- tracciatura, Addestramento della rete neurale
- funzioni di attivazione, Funzione di attivazione
- definita, Glossario
- regressione di immagini, tracciare le previsioni
- introdurre in Keras, Livelli nascosti
- LeakyReLU, Creare le reti
- Nessuno, Tracciare le previsioni
- non lineare, aggiunta per l'uscita dello strato nascosto, Livelli nascosti
- non lineare, sigmoide, ReLU e elu, Livelli nascosti
- parametro di attivazione (strato convoluzionale), Filtri convoluzionali
- ottimizzatore adagrad (gradienti adattativi), ottimizzatore
- Ottimizzatore Adam, Ottimizzatore
- tasso di apprendimento predefinito, modifica, tasso di apprendimento
- Ottimizzatore AdamW, tasso di apprendimento differenziale
- problemi di vista avanzati(vedi problemi di vista avanzati)
- Albero dell'equità di Aequitas, Rilevare i pregiudizi ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.