dex-net | Net 2.0 HDF5 database
kandi X-RAY | dex-net Summary
kandi X-RAY | dex-net Summary
dex-net is a Python library. dex-net has no bugs, it has no vulnerabilities, it has build file available and it has low support. However dex-net has a Non-SPDX License. You can download it from GitHub.
The dex-net Python package is for opening, reading, and writing HDF5 databases of 3D object models, parallel-jaw grasps, and grasp robustness metrics. The HDF5 databases can also be used to generate massive datasets associating tuples of point clouds and grasps with binary grasp robustness labels to train Grasp Quality Convolutional Neural Networks (GQ-CNNs) to predict robustness of candidate grasps from point clouds. If you are interested in this functionality, please email Jeff Mahler (jmahler@berkeley.edu) with the subject line: "Interested in GQ-CNN Dataset Generation.". This package is part of the Dexterity Network (Dex-Net) project. Created and maintained by the AUTOLAB at UC Berkeley.
The dex-net Python package is for opening, reading, and writing HDF5 databases of 3D object models, parallel-jaw grasps, and grasp robustness metrics. The HDF5 databases can also be used to generate massive datasets associating tuples of point clouds and grasps with binary grasp robustness labels to train Grasp Quality Convolutional Neural Networks (GQ-CNNs) to predict robustness of candidate grasps from point clouds. If you are interested in this functionality, please email Jeff Mahler (jmahler@berkeley.edu) with the subject line: "Interested in GQ-CNN Dataset Generation.". This package is part of the Dexterity Network (Dex-Net) project. Created and maintained by the AUTOLAB at UC Berkeley.
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dex-net has a low active ecosystem.
It has 257 star(s) with 93 fork(s). There are 23 watchers for this library.
It had no major release in the last 6 months.
There are 36 open issues and 40 have been closed. On average issues are closed in 61 days. There are no pull requests.
It has a neutral sentiment in the developer community.
The latest version of dex-net is current.
Quality
dex-net has 0 bugs and 0 code smells.
Security
dex-net has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
dex-net code analysis shows 0 unresolved vulnerabilities.
There are 0 security hotspots that need review.
License
dex-net has a Non-SPDX License.
Non-SPDX licenses can be open source with a non SPDX compliant license, or non open source licenses, and you need to review them closely before use.
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dex-net releases are not available. You will need to build from source code and install.
Build file is available. You can build the component from source.
Installation instructions are available. Examples and code snippets are not available.
Top functions reviewed by kandi - BETA
kandi has reviewed dex-net and discovered the below as its top functions. This is intended to give you an instant insight into dex-net implemented functionality, and help decide if they suit your requirements.
- Generate a GQCNN dataset
- Returns whether the grippers are colliding along the given direction
- Wrap the gripper in the grippers
- Check if two objects are colliding
- Get the grasp quality of a point grasp
- Return the normal force magnitude
- Determine the friction cone
- Return the tangent tangent tangent of the object
- Sample from the model
- Generate a set of graspsps
- Return rendered images
- Parse the model configuration
- Attach a metadata function
- Generate grasps for a given graspable
- Create a Metadata object
- Visualize gripper on an object
- Return True iff this mesh collides with the given table
- Partial closure
- Displays the surface information of the grasp
- R Calculate the resistance tension
- Sample a graspable object
- Calculates Ferrari - L1 - L1
- Sample a graspable
- Maximize the model using DiscreteAdaptiveSampler
- Attempt to grasp a contact from contact center to a grid
- Compute surface information
Get all kandi verified functions for this library.
dex-net Key Features
No Key Features are available at this moment for dex-net.
dex-net Examples and Code Snippets
No Code Snippets are available at this moment for dex-net.
Community Discussions
No Community Discussions are available at this moment for dex-net.Refer to stack overflow page for discussions.
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
Vulnerabilities
No vulnerabilities reported
Install dex-net
See the documentation for installation instructions and API Documentation.
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For any new features, suggestions and bugs create an issue on GitHub.
If you have any questions check and ask questions on community page Stack Overflow .
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