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
309 stars
23 watching
98 forks
Language: Python
last commit: about 2 years ago Related projects:
Repository | Description | Stars |
---|---|---|
| Develops and analyzes convolutional neural networks for grasp quality in robotics | 316 |
| Software package for detecting grasp poses in 3D point clouds. | 646 |
| Detects grasp poses in 3D point clouds using computer vision and robotics algorithms. | 74 |
| A .NET wrapper for IndexedDB that provides a simple interface for building cloud-enabled databases | 44 |
| This project provides a system to predict 6-DoF grasp distributions from raw point clouds in cluttered scenes. | 2 |
| A package that selects the most suitable grasp poses from multiple candidates based on reachability and movement efficiency. | 16 |
| A deep learning-based system for generating precise grasp poses for robots in real-time | 525 |
| A package providing graph statistical algorithms and utilities for processing and analyzing graphs | 833 |
| A lightweight F# library for working with databases using ADO.NET | 174 |
| A dataset and toolset for evaluating robotic grasping of multiple objects using RGB-D data | 105 |
| Generates 6-DOF grasp poses for robotic grasping tasks from point clouds | 104 |
| A data visualization tool with powerful ETL capabilities, allowing users to analyze and publish visualizations from various data sources. | 1,319 |
| Identifies publicly accessible Azure blob storage containers | 321 |
| An interface library to Nastran file formats, allowing users to read and manipulate model geometry and results data. | 395 |
| A Python-based system for detecting planar grasps using machine learning models. | 45 |