April 2025
Intermediate to advanced
690 pages
20h 4m
Italian
Content preview from Scienza dei dati 3D con Python
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
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.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.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.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.
Capitolo 14. Fondamenti di apprendimento automatico 3D supervisionato
Questo lavoro è stato tradotto utilizzando l'AI. Siamo lieti di ricevere il tuo feedback e i tuoi commenti: translation-feedback@oreilly.com
Noi di puntiamo a progettare macchine in grado di percepire lo spazio esattamente come gli esseri umani. Ciò significa comprendere la profondità, prevedere le relazioni spaziali, riconoscere gli oggetti e prendere decisioni intelligenti negli ambienti digitali. Si tratta di un obiettivo complesso, ma più gestibile se suddiviso in parti. Nei capitoli precedenti abbiamo risolto le prime due parti: comprendere la profondità e individuare le relazioni spaziali. Ma che dire del riconoscimento degli oggetti con un concetto chiaro ad essi collegato?
Questo potrebbe permetterci di costruire sistemi che analizzano le immagini mediche per rilevare anomalie come i tumori, aiutando i medici a formulare piani diagnostici e di trattamento. Oltre all'assistenza sanitaria, le auto a guida autonoma si basano molto sulla percezione 3D per navigare in ambienti complessi in modo sicuro. Possiamo creare un'assistenza alla guida autonoma identificando ostacoli, pedoni e segnali stradali grazie a sensori LiDAR e telecamere. Ancora una volta, tutte le applicazioni di scienza dei dati 3D descritte nel Capitolo 1 si basano sull'estrazione semantica.
Tuttavia, la trasformazione di dati 3D complessi in approfondimenti significativi è la sfida fondamentale. L'apprendimento automatico 3D, con i modelli ...
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Read now
Unlock full access
More than 5,000 organizations count on O’Reilly
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.