AI Tools For 3D

1. 1.Meshroom: Meshroom is an open-source photogrammetry software that allows you to create 3D models from a series of photographs. It uses computer vision algorithms to reconstruct the geometry and texture of objects or scenes captured in images.

2. 2.Blender: Blender is a free and open-source 3D modeling software that offers a wide range of features for creating, animating, and rendering 3D models. It also has built-in support for scripting and automation using Python, making it suitable for integrating AI algorithms.

3. 3.MeshLab: MeshLab is an open-source tool for processing and editing 3D mesh data. It allows you to clean up, repair, and optimize meshes, as well as perform various analyses and visualizations. While not specifically AI-focused, it can be used in conjunction with AI algorithms for tasks like segmentation and classification.

4. 4.Open3D: Open3D is an open-source library for processing 3D data, including point clouds, meshes, and voxel grids. It provides a wide range of functions for tasks like registration, reconstruction, and visualization, making it suitable for use in AI applications.

5. 5.PointNet: PointNet is a deep learning architecture designed for processing point cloud data. It can be used for tasks like object classification, segmentation, and registration, making it suitable for working with 3D data in AI applications.

6. 6.PyTorch3D: PyTorch3D is a library built on top of PyTorch for working with 3D data in deep learning applications. It provides modules and utilities for tasks like rendering, mesh processing, and geometric transformations, making it easy to integrate 3D data into PyTorch-based AI workflows.

7. 7.VTK (The Visualization Toolkit): VTK is an open-source software system for 3D computer graphics, image processing, and visualization. It provides a wide range of algorithms and tools for working with 3D data, including rendering, volume visualization, and surface reconstruction.

8. 8.CityEngine: CityEngine is a 3D modeling software that specializes in urban planning and design. It allows you to create detailed 3D models of cities and landscapes, as well as simulate urban environments for analysis and visualization.

9. 9.DeepSurf: DeepSurf is an AI-powered tool for generating 3D surfaces from 2D images. It uses deep learning algorithms to infer the underlying geometry of objects or scenes captured in images, allowing you to create accurate 3D models without the need for manual modeling.

10. 10.CloudCompare: CloudCompare is an open-source 3D point cloud and mesh processing software. It provides a wide range of tools for tasks like registration, filtering, and visualization, making it suitable for working with large-scale 3D datasets in AI applications.

These AI tools offer a variety of features and capabilities for working with 3D data, from processing and editing to analysis and visualization, without copyrighted data.