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imagepypelines-tools
.. _ImagePypelines: https://github.com/jmaggio14/imagepypelines
This repository contains two docker images which provide a full development
environment for those doing image processing, computer vision, or machine
learning development in python.
It includes:
- imagepypelines (obviously :p)
- Opencv (an optimized build)
- tensorflow
- keras
- Pillow
- sklearn
- the usual suspects (scipy, numpy, etc)
This repository is an accessory to the open source image and data ImagePypelines_
note that GPU usage requires separate installation of Nvidia-Docker
These images are built to work in tandem with the pip package imagepypelines-tools.
To enter this docker environment simply:
.. code-block:: console
pip install imagepypelines
imagepypelines shell
imagepypelines shell
Standard
.. code-block:: console
pip install imagepypelines
imagepypelines shell
GPU Accelerated (limited to Linux hosts with Nvidia-Docker)
.. code-block:: console
pip install imagepypelines
imagepypelines shell --gpu