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Open-source alternatives to O CNN
16 open-source projects similar to microsoft/o-cnn, ranked by how many features they have in common. Compare stars, activity and what each one does to find the best O CNN alternative.
- ajbrock/generative-and-discriminative-voxel-modeling
ajbrock/Generative-and-Discriminative-Voxel-Modeling
Voxel-Based Variational Autoencoders, VAE GUI, and Convnets for Classification
Python - charlesq34/3dcnn.torch
charlesq34/3dcnn.torch
Volumetric CNN (Convolutional Neural Networks) for Object Classification on 3D Data, with Torch implementation.
Lua - charlesq34/pointnet
charlesq34/pointnet
5,433View on GitHubPointNet is a deep learning architecture designed to process and classify raw 3D point clouds directly without voxelization. It provides a system for 3D object classification, semantic segmentation frameworks for partitioning clouds into categories, and tools for visualizing 3D shapes. The project utilizes a transform network to align point clouds into a canonical coordinate space and employs symmetric-function-based aggregation to condense point-wise features into global vectors regardless of point order. It also features a multi-scale grouping architecture to extract hierarchical geometric
Python - charlesq34/pointnet2
charlesq34/pointnet2
3,678View on GitHubPointNet++ is a deep learning framework designed for processing and classifying 3D point cloud data. It utilizes a hierarchical feature learning architecture to extract geometric patterns from sampled 3D point sets. The framework implements a variety of 3D analysis tools, including a point cloud classifier for categorizing objects based on spatial coordinates and surface normals, a semantic scene segmenter for labeling surfaces in large-scale environments, and a tool for 3D object part segmentation. The system covers a broad range of capabilities including geometric feature extraction, 3D da
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