Package Health Score

66 / 100

security
No known security issues
popularity
Small
maintenance
Inactive
community
Active

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Popularity

Small

GitHub Stars: 186.47K
Forks: 74.31K
Contributors: 410

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package acuity, we found that it has been starred 186,475 times.

Security

No known security issues

Security and license risk for latest version

Release Date: Apr 4, 2023
Direct Vulnerabilities: 0
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0
H
0
M
0
L
Indirect Vulnerabilities: 0
C
0
H
0
M
0
L
License Risk: 0
H
0
M
0
L

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

Commit Frequency

Open Issues: 1.29K
Open PR: 4.66K
Last Release: 2 years ago
Last Commit: 1 month ago

Further analysis of the maintenance status of acuity 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 acuity 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.

As a healthy sign for on-going project maintenance, we found that the GitHub repository had at least 1 pull request or issue interacted with by the community.

Community

Active

Readme: Yes
Contributing.md: Yes
Code of Conduct: Yes
Contributors: 410
Funding: No

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

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Package

Python Versions Compatibility: Unspecified

Age: 2 years
Latest Release: 2 years ago
Dependencies: 7 Direct
Versions: 1
Maintainers: 0
Wheels: Linux

Readme

A brief guide to Acuitylite

Acuitylite is an end-to-end neural-network deployment tool for embedded systems.
Acuitylite support converting caffe/darknet/onnx/tensorflow/tflite models to TIM-VX/TFLite cases. In addition, Acuitylite support asymmetric uint8 and symmetric int8 quantization.

System Requirement

OS: Ubuntu Linux 20.04 LTS 64-bit (recommend)
Python Version: python3.8 (needed)

Install

pip install acuitylite

Document

Reference: https://verisilicon.github.io/acuitylite

Framework Support

Importer: Caffe, Darknet, Onnx, Tensorflow, TFLite
Exporter: TFLite, TIM-VX

Tips: You can export a TFLite app and using tflite-vx-delegate to run on TIM-VX if the exported TIM-VX app does not meet your requirements.

How to run TIM-VX case

The exported TIM-VX case supports both make and cmake.
Please set environment for build and run case:

TIM_VX_DIR=/path/to/tim-vx/build/install
VIVANTE_SDK_DIR=/path/to/tim-vx/prebuilt-sdk/x86_64_linux
LD_LIBRARY_PATH=$TIM_VX_DIR/lib:$VIVANTE_SDK_DIR/lib

Attention: The TIM_VX_DIR path should include lib and header files of TIM-VX. You can refer TIM-VX to build TIM-VX.

Support

Create issue on github or email to ML_Support@verisilicon.com

acuity dependencies

dill lmdb networkx onnx ply ruamel-yaml tensorflow

FAQs

What is acuity?

. Visit Snyk Advisor to see a full health score report for acuity, including popularity, security, maintenance & community analysis.

Is acuity popular?

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

Is acuity well maintained?

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

Is acuity safe to use?

The python package acuity 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 13 December-2024, at 00:36 (UTC).

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For more information about how to use this package see README

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Package

Readme

A brief guide to Acuitylite

System Requirement

Install

Document

Framework Support

How to run TIM-VX case

Support

acuity dependencies

FAQs

What is acuity?

Is acuity popular?

Is acuity well maintained?

Is acuity safe to use?

Build a secure application checklist

Select a recommended open source package

Scan your app for vulnerabilities

Fix identified vulnerabilities

Monitor for new issues

Package Health Score

Explore Similar Packages

Direct Usage Popularity

Security and license risk for latest version

Commit Frequency

Embed Package Health Score Badge

Keep your project healthy

Check your requirements.txt

Snyk Vulnerability Scanner

Readme

A brief guide to Acuitylite

System Requirement

Install

Document

Framework Support

How to run TIM-VX case

Support

acuity dependencies

FAQs

What is acuity?

Is acuity popular?

Is acuity well maintained?

Is acuity safe to use?

Build a secure application checklist

Select a recommended open source package

Scan your app for vulnerabilities

Source Code

Open Source

Container

Config

Fix identified vulnerabilities

Monitor for new issues