haar-cascade-nms

v1.1.1

Extend opencv haar-cascade detector to filter detections with Non-Maxima Suppression (NMS) For more information about how to use this package see README

Latest version published 3 years ago

License: MIT

PyPI

GitHub

Package Health Score

36 / 100

security
Security review needed
popularity
Limited
maintenance
Inactive
community
Limited

Popularity

Limited

GitHub Stars: 4
Forks: 2
Contributors: 1

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package haar-cascade-nms, we found that it has been starred 4 times.

Security

Security review needed

Security and license risk for latest version

Release Date: Nov 25, 2021
Direct Vulnerabilities: 0
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0
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0
M
0
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Indirect Vulnerabilities: 0
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0
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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

MIT

Security Policy

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Maintenance

Inactive

Commit Frequency

No Recent Commits

Open Issues: 0
Open PR: 0
Last Release: 3 years ago
Last Commit: 3 years ago

Further analysis of the maintenance status of haar-cascade-nms 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 haar-cascade-nms 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

Limited

Readme: Yes
Contributing.md: No
Code of Conduct: No
Contributors: 1
Funding: No

This project has seen only 10 or less contributors.

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Package

Python Versions Compatibility: ==3.*

Age: 4 years
Latest Release: 3 years ago
Dependencies: 1 Direct / 2 Total
Versions: 3
Maintainers: 1
Wheels: OS Independent

Readme

OpenCV Haar cascade with Non-Maxima Suppression

This simple project provides a Detector class extending the opencv CascadeDetectorclass with a new function: detectAndFilter.
This function performs the detection using the cascade and filter the detections based on the score and their overlap to yield the best detections that do not overlap above the selected overlap-threshold.

For more details about Non-Maxima Suppression, you can refer to my article about Multi-Template Matching, which uses a similar strategy (or other online resources).
Here the NMS shipped with OpenCV is used.

Installation

Using pip:
pip install haar-cascade-nms

Then to use in your scripts:

from haarcascade import Detector
myDetector = Detector(filepathToCascade)
myDetector.detectAndFilter(image, etc...)

See the tutorial notebook for a more detailed documentation.

haar-cascade-nms dependencies

opencv-python-headless

FAQs

What is haar-cascade-nms?

Extend opencv haar-cascade detector to filter detections with Non-Maxima Suppression (NMS). Visit Snyk Advisor to see a full health score report for haar-cascade-nms, including popularity, security, maintenance & community analysis.

Is haar-cascade-nms popular?

The python package haar-cascade-nms receives a total of 79 weekly downloads. As such, haar-cascade-nms popularity was classified as limited. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is haar-cascade-nms well maintained?

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

Is haar-cascade-nms safe to use?

While scanning the latest version of haar-cascade-nms, we found that a security review is needed. A total of 0 vulnerabilities or license issues were detected. See the full security scan results.

Last updated on 7 November-2024, at 15:46 (UTC).

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