object-detection-tf

v0.1.2

A Thin Wrapper around Tensorflow Object Detection API for Easy Installation and Use For more information about how to use this package see README

Latest version published 2 years ago

License: Apache-2.0

PyPI

GitHub

Package Health Score

58 / 100

security
Security review needed
popularity
Small
maintenance
Inactive
community
Active

Popularity

Small

GitHub Stars: 77.16K
Forks: 45.75K
Contributors: 370

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package object-detection-tf, we found that it has been starred 77,155 times.

Security

Security review needed

Security and license risk for latest version

Release Date: Aug 29, 2022
Direct Vulnerabilities: 0
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0
H
0
M
0
L
Indirect Vulnerabilities: 0
C
0
H
0
M
0
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License Risk: 0
H
1
M
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

Commit Frequency

Open Issues: 1.07K
Open PR: 179
Last Release: 2 years ago
Last Commit: 19 days ago

Further analysis of the maintenance status of object-detection-tf 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 object-detection-tf 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: 370
Funding: No

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

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Package

Python Versions Compatibility: >=3.7, <3.8

Age: 2 years
Latest Release: 2 years ago
Dependencies: 8 Direct / 105 Total
Versions: 11
Maintainers: 1
Wheels: OS Independent

Readme

tf_object_detection

This is a thin wrapper around Tensorflow Object Detection API for easy installation and use. The original installation procedure contains multiple manual steps that make dependency management difficult. This repository creates a pip package that automate the installation so that you can install the API with a single pip install.

Installation

pip install tf-object-detection[tf]

Or for tensorflow with GPU support,

pip install tf-object-detection[tf-gpu]

Usage

All the scripts from tensorflow object detection APIs work out-of-box. You can find an example usages from the API's model_main.py.

import object_detection

What's in here

setup.py: The python packaging script.
PROTOC Environment variable should be set so that setup.py can compile as part of the setup.py execution.

# Download and setup all required dependencies required for tensorflow object 
# detection libarary to work correctly.
$ python setup.py install

tf_object_detection: A git submodule pointing to the version of tensorflow object detection this thin wrapper is for.

object-detection-tf dependencies

contextlib2 cython jupyter lxml matplotlib pillow pycocotools-fix setuptools

FAQs

What is object-detection-tf?

A Thin Wrapper around Tensorflow Object Detection API for Easy Installation and Use. Visit Snyk Advisor to see a full health score report for object-detection-tf, including popularity, security, maintenance & community analysis.

Is object-detection-tf popular?

The python package object-detection-tf receives a total of 140 weekly downloads. As such, object-detection-tf popularity was classified as small. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is object-detection-tf well maintained?

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

Is object-detection-tf safe to use?

While scanning the latest version of object-detection-tf, 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 11:27 (UTC).

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