3D Geometry Prediction

3 papers with code • 2 benchmarks • 1 datasets

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Greatest papers with code

Molecule3D: A Benchmark for Predicting 3D Geometries from Molecular Graphs

divelab/MoleculeX 30 Sep 2021

Here, we propose to predict the ground-state 3D geometries from molecular graphs using machine learning methods.

3D Geometry Prediction

Hierarchical Surface Prediction for 3D Object Reconstruction

vnoves/aectech2019-sketchto3d-backend 3 Apr 2017

A major limitation of such approaches is that they only predict a coarse resolution voxel grid, which does not capture the surface of the objects well.

3D Geometry Prediction 3D Object Reconstruction

Learning 6-DOF Grasping Interaction via Deep Geometry-aware 3D Representations

koryako/selfcarRaspberryPi 24 Aug 2017

Our contributions are fourfold: (1) To best of our knowledge, we are presenting for the first time a method to learn a 6-DOF grasping net from RGBD input; (2) We build a grasping dataset from demonstrations in virtual reality with rich sensory and interaction annotations.

3D Geometry Prediction 3D Shape Modeling +2