NetDissect-Lite | light version of NetDissect , which contains the demo code

by Cold-Winter Python Version: Current License: No License

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kandi X-RAY | NetDissect-Lite Summary

NetDissect-Lite is a Python library. NetDissect-Lite has no bugs, it has no vulnerabilities and it has low support. However NetDissect-Lite build file is not available. You can download it from GitHub.

This repository is a light version of NetDissect, which contains the demo code for the work Network Dissection: Quantifying Interpretability of Deep Visual Representations. This code is written in pytorch and python3.6, tested on Ubuntu 16.04. The processing speed is greatly improved compared to the original version: It only takes about 20 mins for netdissecting the Resnet18, and about 2 hours for DenseNet161, and no complex shell commands. Note that the dissection result will be slightly different to the original version due to the faster upsampling function used. Please install Pytorch in python36 and Torchvision first.

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Support

NetDissect-Lite has a low active ecosystem.

It has 0 star(s) with 0 fork(s). There are no watchers for this library.

It had no major release in the last 6 months.

NetDissect-Lite has no issues reported. There are no pull requests.

It has a neutral sentiment in the developer community.

The latest version of NetDissect-Lite is current.

Quality

NetDissect-Lite has no bugs reported.

Security

NetDissect-Lite has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

License

NetDissect-Lite does not have a standard license declared.

Check the repository for any license declaration and review the terms closely.

Without a license, all rights are reserved, and you cannot use the library in your applications.

Reuse

NetDissect-Lite releases are not available. You will need to build from source code and install.

NetDissect-Lite has no build file. You will be need to create the build yourself to build the component from source.

Installation instructions are not available. Examples and code snippets are available.

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NetDissect-Lite Key Features

No Key Features are available at this moment for NetDissect-Lite.

NetDissect-Lite Examples and Code Snippets

No Code Snippets are available at this moment for NetDissect-Lite.

Community Discussions

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Vulnerabilities

No vulnerabilities reported

Install NetDissect-Lite

You can download it from GitHub.
You can use NetDissect-Lite like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.

Support

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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