Skip to main content

Data structures for running TensorFlow Object Detection API models

Project description


================
detection-models
================


.. image:: https://img.shields.io/pypi/v/detection_models.svg
:target: https://pypi.python.org/pypi/detection_models

.. image:: https://img.shields.io/travis/gavincmartin/detection_models.svg
:target: https://travis-ci.org/gavincmartin/detection_models

.. image:: https://readthedocs.org/projects/detection-models/badge/?version=latest
:target: https://detection-models.readthedocs.io/en/latest/?badge=latest
:alt: Documentation Status




This library abstracts out many of the low-level operations of the TensorFlow
Object Detection API and provides an object-oriented approach to detecting
objects with frozen inference graphs.

* Free software: MIT license
* Documentation: https://detection-models.readthedocs.io.
* Demo: https://github.com/autognc/detection-models/blob/master/detection_models_demo.ipynb

Installation
------------
This package is heavily dependent upon the TensorFlow Object Detection API. Unfortunately, the OD API is not packaged for install on PyPI and therefore cannot be installed automatically as a dependency when installing `detection-models` from PyPI. To successfully install and use this package, users must:

1. Install the TensorFlow Object Detection API (https://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/installation.md).

2. Install `detection-models` from PyPI.
.. code::
pip install detection-models


=======
History
=======

0.1.2 (2019-04-08)
------------------

* Added ObjectDetector and DetectedObject classes and subclasses
* Added demo


0.1.1 (2019-04-01)
------------------

* Updated setup.py to reflect correct repo homepage


0.1.0 (2019-04-01)
------------------

* First release on PyPI.


Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Files for detection-models, version 0.1.2
Filename, size File type Python version Upload date Hashes
Filename, size detection_models-0.1.2-py2.py3-none-any.whl (9.7 kB) File type Wheel Python version py2.py3 Upload date Hashes View

Supported by

AWS AWS Cloud computing Datadog Datadog Monitoring Facebook / Instagram Facebook / Instagram PSF Sponsor Fastly Fastly CDN Google Google Object Storage and Download Analytics Huawei Huawei PSF Sponsor Microsoft Microsoft PSF Sponsor NVIDIA NVIDIA PSF Sponsor Pingdom Pingdom Monitoring Salesforce Salesforce PSF Sponsor Sentry Sentry Error logging StatusPage StatusPage Status page