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torch-points3d/torch-points3d

A PyTorch framework for deep learning on point clouds, with support for various point cloud-related tasks.

2.7K

Active

Python

Computer Vision

Databases

PyTorch

#point-cloud#segmentation#deep-learning

yangyanli/PointCNN

PointCNN: A deep learning model for point cloud processing and feature extraction.

1.4K

Archived

Python

#point-cloud#convolutional-neural-networks#deep-learning

nianticlabs/simplerecon

SimpleRecon is a 3D reconstruction library that uses a novel approach without 3D convolutions, optimized for computer vision tasks.

1.4K

Experimental

Python

Computer Vision

Backend Frameworks

PyTorch

#computer-vision#depth-estimation#multi-view-stereo

Xharlie/pointnerf

A point-based neural radiance field for 3D reconstruction and rendering from multi-view images.

1.2K

Archived

Python

Computer Vision

Backend Frameworks

PyTorch

#3d-reconstruction#neural-rendering#point-cloud

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