GDL4DesignApps is a software repository for training and applying geometric deep learning models in engineering design and optimization tasks.
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Updated
Jan 11, 2022 - Python
GDL4DesignApps is a software repository for training and applying geometric deep learning models in engineering design and optimization tasks.
Python3 implementation of computational geometry algorithms
A neat, plug and play toolbox/library used for geometry learning.
Two-stage point cloud super resolution framework that combines local interpolation and deep neural network based readjustment
RandLA-Net based model to perform binary segmentation on 3D surfaces with periodic reliefs
The implementation of geometry-aware mesh convolutional network
Human 3D model partiality representation via Mean Curvature Flow
Qgis Processing tool for buffering line geometry (roads) to polyogn by the weights (number of lanes)
A python code to generate epsilon function from an STL geometry. Epsilon function is a method to define a geometry in the DNS simulations using the Xcompact3d code. The code takes input the STL file of the geometry, domain size, mesh size and the position of geometry in the domain and outputs the epsilon function for the simulation case.
Create sector shape KML layer from given pandas dataframe.
Python3 geometry algorithms implementation
Differentiable Renderer
A collection of mesh algorighms implemented in blender
YOLOv5 object detection applied to finding corn crops and assessing planting quality by geometric means
Masks a data artefact w.r.t to celestial coords and a Mangle polygon file.
Plugin to export geometry data from blender project to Java source file
Test scripts for Geometrize, an app for geometrizing images into geometric primitives
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