{"categories":[{"label":"Scientific/Engineering","url":"https://skillfed.io/packages/category/scientific-engineering/7"},{"label":"Python Modules","url":"https://skillfed.io/packages/category/software-development-libraries-python-modules/19"},{"label":"Utilities","url":"https://skillfed.io/packages/category/utilities/10"},{"label":"Mathematics","url":"https://skillfed.io/packages/category/scientific-engineering-mathematics/3"},{"label":"Visualization","url":"https://skillfed.io/packages/category/scientific-engineering-visualization"},{"label":"Education","url":"https://skillfed.io/packages/category/education"},{"label":"Graphics Conversion","url":"https://skillfed.io/packages/category/multimedia-graphics-graphics-conversion"},{"label":"3D Rendering","url":"https://skillfed.io/packages/category/multimedia-graphics-3d-rendering"},{"label":"Capture","url":"https://skillfed.io/packages/category/multimedia-graphics-capture"},{"label":"Viewers","url":"https://skillfed.io/packages/category/multimedia-graphics-viewers"},{"label":"3D Modeling","url":"https://skillfed.io/packages/category/multimedia-graphics-3d-modeling"}],"enrichment":{"capability":"Open3D-cpu provides CPU-based 3D data structures, processing algorithms, and visualization tools for working with point clouds, meshes, and RGB-D data in Python.","skillfed_tags":["3d-geometry","point-clouds","computer-vision"],"use_cases":["Load and visualize point cloud data from depth sensors or LiDAR for inspection and analysis","Perform 3D reconstruction from RGB-D image sequences or multi-view captures","Align and register multiple 3D scans for surface reconstruction or model building","Preprocess 3D geometry data for machine learning pipelines using PyTorch or TensorFlow","Convert between 3D file formats (PLY, OBJ, PCD) and perform mesh operations"],"what_it_does":"Open3D-cpu is a Python library for rapid development of 3D data processing software. It provides optimized implementations of 3D data structures (point clouds, meshes, images) and algorithms for common tasks like scene reconstruction, surface alignment, and visualization. The library is designed for both research and production use, with support for PyTorch and TensorFlow integration for machine learning workflows.\n\nThis CPU-only variant trades GPU acceleration for simpler deployment and lower system requirements. It includes visualization capabilities, physically based rendering, and a comprehensive set of geometric algorithms. The package has 16 runtime dependencies including numpy, scikit-learn, and matplotlib, and supports Python 3.8 through 3.12 on Linux, Windows, and macOS.","worth_installing":"Yes, if you need CPU-based 3D data processing without GPU requirements. The library is actively maintained, permissively licensed, and widely used in research and production. Install the full open3d package instead if GPU acceleration is essential for your workload."},"id":"open3d-cpu","links":{"html":"https://skillfed.io/packages/open3d-cpu","md":"https://skillfed.io/packages/open3d-cpu.md","pypi":"https://pypi.org/project/open3d-cpu/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2025-01-08","license_spdx":null,"license_treatment":"permissive","name":"open3d-cpu","python_support":"supports_current","summary":"Open3D: A Modern Library for 3D Data Processing."},"popularity":{"monthly_downloads":113638,"position":12337,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"0.19.0"}