Étiquette : machine-learningPage 3 of 4

3D Machine Learning

In recent years, tremendous amount of progress is being made in the field of 3D Machine Learning, which is an interdisciplinary field that fuses computer vision, computer graphics…

OpenPose

OpenPose has represented the first real-time multi-person system to jointly detect human body, hand, facial, and foot keypoints (in total 135 keypoints) on single images. https://github.com/CMU-Perceptual-Computing-Lab/openpose

3D Reconstruction with Deep-Learning Methods

The focus of this list is on open-source projects hosted on Github. https://github.com/natowi/3D-Reconstruction-with-Deep-Learning-Methods

Generating 3D Models with PolyGen and PyTorch

https://towardsdatascience.com/generating-3d-models-with-polygen-and-pytorch-4895f3f61a2e

A GUI for TensorFlow, a new visual way to build models

A visual modeling tool To build a custom model like simple linear regression, or something more complex like a GAN, just drag and drop components to start. PerceptiLabs…

Kaolin: A Pytorch Library for Accelerating 3D Deep Learning Research

NVIDIA Kaolin library provides a PyTorch API for working with a variety of 3D representations and includes a growing collection of GPU-optimized operations such as modular differentiable rendering,…

Tex-An Mesh

Textured and animatable human body mesh reconstruction from a single image We provide a method that will surely excite every Potterhead on the planet. As we all remember,…

Point-Voxel CNN for Efficient 3D Deep Learning

https://hanlab.mit.edu/projects/pvcnn/ https://github.com/mit-han-lab/pvcnn

YouTube-8M Segments Dataset

https://research.google.com/youtube8m/ The YouTube-8M Segments dataset is an extension of the YouTube-8M dataset with human-verified segment annotations. In addition to annotating videos, we would like to temporally localize the…

MediaPipe

https://github.com/google/mediapipe MediaPipe offers cross-platform, customizable ML solutions for live and streaming media.