tf-object-detection

A Thin Wrapper around Tensorflow Object Detection API for Easy Installation and Use


Keywords
computer-vision, deep-learning, deep-neural-networks, dependency, object-detection, object-recognition, pypi, tensorflow, tensorflow-models
License
Apache-2.0
Install
pip install tf-object-detection==0.0.3

Documentation

tf_object_detection PyPI version Build Status

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

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.