Shypd.aiThe largest open index of AI toolsO-CNN is an open-source framework for Octree-based Convolutional Neural Networks, designed for 3D shape analysis. It provides implementations for tasks like shape classification, retrieval, and completion, leveraging deep learning for geometric processing.
Trending
About
O-CNN is an open-source project from Microsoft that provides an implementation of Octree-based Convolutional Neural Networks (O-CNN) for various 3D shape analysis tasks. This framework is designed for researchers and developers working with 3D data, offering solutions for shape classification, retrieval, segmentation, autoencoding, and completion. It also supports unsupervised pretraining and Image2Shape functionalities. The repository includes code for different deep learning frameworks like PyTorch, TensorFlow, and Caffe, with recent updates focusing on PyTorch-based O-CNNs, including UNet and ResNet architectures. O-CNN has demonstrated strong performance on benchmarks like ScanNet and ModelNet40, often surpassing other state-of-the-art approaches.
Capabilities
Pricing & Plans
Open Source
Free
FAQs
Trending
