mxnet-coreml-converter

v0.1.0a7

Tool to convert MXNet models into Apple CoreML model format. For more information about how to use this package see README

Latest version published 7 years ago

License: Apache-2.0

PyPI

GitHub

Package Health Score

57 / 100

security
No known security issues
popularity
Small
maintenance
Inactive
community
Active

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Popularity

Small

GitHub Stars: 20.78K
Forks: 6.79K
Contributors: 370

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package mxnet-coreml-converter, we found that it has been starred 20,778 times.

Security

No known security issues

Security and license risk for latest version

Release Date: Aug 24, 2017
Direct Vulnerabilities: 0
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Indirect Vulnerabilities: 0
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License Risk: 0
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All security vulnerabilities belong to production dependencies of direct and indirect packages.

License

Apache-2.0

Security Policy

Yes

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Maintenance

Inactive

archived

Commit Frequency

No Recent Commits

Open Issues: 1.8K
Open PR: 205
Last Release: 7 years ago
Last Commit: 2 years ago

Further analysis of the maintenance status of mxnet-coreml-converter based on released PyPI versions cadence, the repository activity, and other data points determined that its maintenance is Inactive.

An important project maintenance signal to consider for mxnet-coreml-converter is that it hasn't seen any new versions released to PyPI in the past 12 months, and could be considered as a discontinued project, or that which receives low attention from its maintainers.

In the past month we didn't find any pull request activity or change in issues status has been detected for the GitHub repository.

Community

Active

Readme: Yes
Contributing.md: No
Code of Conduct: Yes
Contributors: 370
Funding: No

A good and healthy external contribution signal for mxnet-coreml-converter project, which invites more than one hundred open source maintainers to collaborate on the repository.

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Package

Python Versions Compatibility: ~=2.7

Age: 7 years
Latest Release: 7 years ago
Dependencies: 3 Direct
Versions: 2
Maintainers: 2
Wheels: macOS

Readme

MXNET -> CoreML Converter

This tool helps convert MXNet models into Apple CoreML format which can then be run on Apple devices. You can find more information about tool on our github page.

Prerequisites

This package can only be installed on MacOS X since it relies on Apple's CoreML SDK. This tool can be run on MacOS 10.12 or higher though for running inferences on the converted model MacOS 10.13 or higher is needed (or for phones, iOS 11 or above).

Installation

The method for installing this tool follows the standard python package installation steps. Once you have set up a python environment, run:

pip install mxnet-coreml-converter

The package documentation contains more details on how to use coremltools.

Dependencies

This tool has the following dependencies: * pyyaml (3.12+) * mxnet (0.10.0+) * coremltools (0.5.1+)

Sample Usage

In order to convert, say a Squeezenet model, with labels from synset.txt, execute this :

mxnet_coreml_converter.py --model-prefix='squeezenet_v1.1' \
--epoch=0 --input-shape='{"data":"3,227,227"}' \
--mode=classifier --pre-processing-arguments='{"image_input_names":"data"}' \
--class-labels synset.txt --output-file="squeezenetv11.mlmodel"

More Information

mxnet-coreml-converter dependencies

coremltools mxnet pyyaml

FAQs

What is mxnet-coreml-converter?

Tool to convert MXNet models into Apple CoreML model format. Visit Snyk Advisor to see a full health score report for mxnet-coreml-converter, including popularity, security, maintenance & community analysis.

Is mxnet-coreml-converter popular?

The python package mxnet-coreml-converter receives a total of 13 weekly downloads. As such, mxnet-coreml-converter popularity was classified as small. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is mxnet-coreml-converter well maintained?

We found indications that mxnet-coreml-converter is an Inactive project. See the full package health analysis to learn more about the package maintenance status.

Is mxnet-coreml-converter safe to use?

The python package mxnet-coreml-converter was scanned for known vulnerabilities and missing license, and no issues were found. Thus the package was deemed as safe to use. See the full health analysis review.

Last updated on 10 November-2024, at 09:27 (UTC).

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