QtMeshEditor Mesh Segmentation Vegetation is a point-cloud part-segmentation model designed to label individual points in 3D meshes of trees and plants. The model follows a PointNet++-style architecture and assigns each point in a vegetation mesh to one of several categories: trunk, branch, foliage, root, or flower (fruit). It is exported to the ONNX format, enabling local inference using ONNX Runtime. This model is part of a suite of category-specialized segmentation models developed for QtMeshEditor, a free and open-source 3D mesh and animation editor. Within the QtMeshEditor application, a companion point-cloud classifier first detects the category of the input mesh. If the mesh is identified as vegetation, the application dispatches it to this segmentation model for detailed part labeling. The broader suite also includes models for other mesh types, such as characters, vehicles, and buildings, but this particular model is dedicated to vegetation segmentation. The model is distributed under the Creative Commons Attribution 4.0 International (cc-by-4.0) license. Its ONNX file is available as part of the QtMeshEditor-models aggregate download source. The tool is intended for use cases requiring automated identification of plant parts in 3D point clouds, such as in mesh editing or animation workflows. No specific integrations, platforms beyond ONNX Runtime, or pricing details beyond the open-source license are mentioned.
QtMeshEditor Mesh Segmentation Vegetation sits in PulseGate's Other AI category. Automatically segmenting and labeling parts of 3D vegetation meshes for analysis or editing. QtMeshEditor Mesh Segmentation Vegetation is an open-source project aimed at 3D graphics developers and researchers working with vegetation models. The project is open source (MIT). QtMeshEditor Mesh Segmentation Vegetation is available on the web and API.
Behind QtMeshEditor Mesh Segmentation Vegetation is fernandotonon, and the product first shipped in 2020. The project is developed in the open on GitHub with 40 stars and 821 commits in the last 90 days. Across PulseGate's embedding index, QtMeshEditor Mesh Segmentation Vegetation has few near neighbours, marking it as relatively distinct. Among its 5 catalogued features are vegetation segmentation, point cloud labeling, and ONNX export.
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