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 processing library ImagePypelines
note that GPU usage requires separate installation of Nvidia-Docker
We provide a convenient python wrapper to easily and quickly, download, launch and update these images
Standard
pip install imagepypelines-tools
imagepypelines shellGPU Accelerated (limited to Linux hosts with Nvidia-Docker)
pip install imagepypelines-tools
imagepypelines shell --gpupip install imagepypelines-tools imagepypelines shell
latest, base-0.4.1-alpha
latest-gpu, gpu-0.4.1-alpha
gpu-0.4.0-alpha, base-0.4.0-alpha
gpu-0.3.3-alpha, base-0.3.3-alpha