Archives for 3d scene
3D deep learning finds crucial applications nowadays in many domains, including robotics, autonomous driving, virtual reality, and medical diagnosis. The 3D data required for training is collected using 3D sensors such as LiDAR (Light Detection And Ranging) and Depth cameras (e.g. RGB-D cameras). With increased numbers of 3D sensors, collecting data for training and capturing…
The post Guide To labelCloud: A Python Tool for Annotating 3D Point Clouds appeared first on Analytics India Magazine.
NVIDIA's Kaolin is a PyTorch library for all 3D deep learning needs from data preprocessing to model deployment, intending faster research
The post Guide To NVIDIA’s Kaolin: A 3D Deep Learning Library appeared first on Analytics India Magazine.
NVIDIA's Kaolin is a PyTorch library for all 3D deep learning needs from data preprocessing to model deployment, intending faster research
The post Guide To NVIDIA’s Kaolin: A 3D Deep Learning Library appeared first on Analytics India Magazine.
Point Transformer reaches a new milestone in various public 3D image datasets by outperforming the present strongest models
The post How Point Transformer Excels In 3D Image Processing appeared first on Analytics India Magazine.
Novel view synthesis finds interesting applications in movie production, sports broadcasting and telepresence. Novel view synthesis is the process of generating a 3D view, or sometimes 3D scene, with the available 2D images captured from different poses, orientations and illuminations. Human body view synthesis is one of the challenging problems, especially the human body, which…
The post Python Guide to Neural Body: Converting 2D images to 3D appeared first on Analytics India Magazine.
Novel view synthesis finds interesting applications in movie production, sports broadcasting and telepresence. Novel view synthesis is the process of generating a 3D view, or sometimes 3D scene, with the available 2D images captured from different poses, orientations and illuminations. Human body view synthesis is one of the challenging problems, especially the human body, which…
The post Python Guide to Neural Body: Converting 2D images to 3D appeared first on Analytics India Magazine.
Novel view synthesis finds interesting applications in movie production, sports broadcasting and telepresence. Novel view synthesis is the process of generating a 3D view, or sometimes 3D scene, with the available 2D images captured from different poses, orientations and illuminations. Human body view synthesis is one of the challenging problems, especially the human body, which…
The post Python Guide to Neural Body: Converting 2D images to 3D appeared first on Analytics India Magazine.
Introduction to SIREN: Sinusoidal Representation Networks for Implicit Neural Representations
SIRENs are trained and validated for implicit neural representations using hyper networks with quick and accurate sine activation functions
The post Introduction to SIREN: Sinusoidal Representation Networks for Implicit Neural Representations appeared first on Analytics India Magazine.
Stable View Synthesis achieves state-of-the-art performance in 3D photorealistic view synthesis, significantly outperforming any of the current approaches
The post Guide to Intel’s Stable View Synthesis – A State-of-Art 3D Photorealistic Framework appeared first on Analytics India Magazine.
Stable View Synthesis achieves state-of-the-art performance in 3D photorealistic view synthesis, significantly outperforming any of the current approaches
The post Guide to Intel’s Stable View Synthesis – A State-of-Art 3D Photorealistic Framework appeared first on Analytics India Magazine.