dex-net

Grasp data manager

Provides a tool for reading and manipulating 3D object models, grasps, and grasp metrics from HDF5 databases.

Repository for reading the Dex-Net 2.0 HDF5 database of 3D objects, parallel-jaw grasps, and robust grasp metrics

GitHub

309 stars
23 watching
98 forks
Language: Python
last commit: about 2 years ago

Related projects:

Repository Description Stars
berkeleyautomation/gqcnn Develops and analyzes convolutional neural networks for grasp quality in robotics 316
atenpas/gpd Software package for detecting grasp poses in 3D point clouds. 646
atenpas/agile_grasp Detects grasp poses in 3D point clouds using computer vision and robotics algorithms. 74
b-straub/dexienet A .NET wrapper for IndexedDB that provides a simple interface for building cloud-enabled databases 44
cpaxton/contact_graspnet This project provides a system to predict 6-DoF grasp distributions from raw point clouds in cluttered scenes. 2
atenpas/grasp_selection A package that selects the most suitable grasp poses from multiple candidates based on reachability and movement efficiency. 16
dougsm/ggcnn A deep learning-based system for generating precise grasp poses for robots in real-time 525
graspologic-org/graspologic A package providing graph statistical algorithms and utilities for processing and analyzing graphs 833
pimbrouwers/donald A lightweight F# library for working with databases using ADO.NET 174
ivalab/grasp_multiobject A dataset and toolset for evaluating robotic grasping of multiple objects using RGB-D data 105
atenpas/gpg Generates 6-DOF grasp poses for robotic grasping tasks from point clouds 104
patmartin/dex A data visualization tool with powerful ETL capabilities, allowing users to analyze and publish visualizations from various data sources. 1,319
cyberark/blobhunter Identifies publicly accessible Azure blob storage containers 321
stevedoyle2/pynastran An interface library to Nastran file formats, allowing users to read and manipulate model geometry and results data. 395
lerrel/grasp-detector A Python-based system for detecting planar grasps using machine learning models. 45