3D Deep Learning with Python
portes grátis
3D Deep Learning with Python
Design and develop your computer vision model with 3D data using PyTorch3D and more
Hegde, Vishakh; Ma, Xudong; Yolyan, Lilit
Packt Publishing Limited
10/2022
236
Mole
Inglês
9781803247823
15 a 20 dias
Descrição não disponível.
Table of Contents
3D data file formats - ply and obj, 3D coordination systems, camera models
Basic rendering concepts, basic PyTorch optimization, heterogeneous batching
Fitting using deformable mesh models
Differentiable rendering basic concepts
Differentiable volume rendering
NeRF - Neural Radiance Fields
GIRAFFE
Human body 3D fitting using SMPL models
Synsin - end-to-end view synthesis from a single image
Mesh RCNN
3D data file formats - ply and obj, 3D coordination systems, camera models
Basic rendering concepts, basic PyTorch optimization, heterogeneous batching
Fitting using deformable mesh models
Differentiable rendering basic concepts
Differentiable volume rendering
NeRF - Neural Radiance Fields
GIRAFFE
Human body 3D fitting using SMPL models
Synsin - end-to-end view synthesis from a single image
Mesh RCNN
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
PyTorch deep learning;Computer vision book;Python computer vision;3D Computer vision;deep learning
Table of Contents
3D data file formats - ply and obj, 3D coordination systems, camera models
Basic rendering concepts, basic PyTorch optimization, heterogeneous batching
Fitting using deformable mesh models
Differentiable rendering basic concepts
Differentiable volume rendering
NeRF - Neural Radiance Fields
GIRAFFE
Human body 3D fitting using SMPL models
Synsin - end-to-end view synthesis from a single image
Mesh RCNN
3D data file formats - ply and obj, 3D coordination systems, camera models
Basic rendering concepts, basic PyTorch optimization, heterogeneous batching
Fitting using deformable mesh models
Differentiable rendering basic concepts
Differentiable volume rendering
NeRF - Neural Radiance Fields
GIRAFFE
Human body 3D fitting using SMPL models
Synsin - end-to-end view synthesis from a single image
Mesh RCNN
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
