Moonbox

Docker images for computer vision and deep learning.

Overview

Moonbox are a set of Debian based Docker images made for training and evaluating deep neural networks on video input.

python-base

Python Base from a micromamba environment with basic compute libraries and runit-docker.

Python Base on Docker Hub

Build arg	Default	Description
baseimage	mambaorg/micromamba:1.0.0	Set baseimage from which python base is built.

Python Base

docker build \
-t moonvision/python-base:latest \
-f docker/python-base/Dockerfile docker/python-base

Moonbox

Moonbox on Docker Hub

Build arg	Default	Description
baseimage	moonvision/python-base	Set the baseimage from which moonbox is built.
ffmpeg_from_docker	moonvision/custom-builds:ffmpeg-4.2.1	The docker image from which FFmpeg will be installed.
pytorch_from_docker	moonvision/custom-builds:pytorch-1.11.0_torchvision-0.12.0	The docker image from which PyTorch and Torchvision will be installed.
with_cuda	false / undefined	If true install CUDA specific packages. If defined, set ENV variables to mount nvidia binaries at runtime.

Moonbox Mini

Moonbox Mini is the most lightweight Moonbox version. It includes Python, a couple of libraries and FFmpeg.

docker build \
-t moonvision/moonbox:mini-latest \
-f docker/moonbox/Dockerfile docker/moonbox

Moonbox CUDA

docker build \
-t moonvision/moonbox:cuda-latest \
--build-arg with_cuda=true \
--build-arg ffmpeg_from_docker=moonvision/custom-builds:ffmpeg-cuda-4.2.1 \
-f docker/moonbox/Dockerfile docker/moonbox

builders

Custom Builds on Docker Hub

FFmpeg

A custom build of FFmpeg.

Build arg	Default	Description
baseimage	mambaorg/micromamba:1	Set the image in which FFmpeg will be built.
ffmpeg_version		The FFmpeg release version to build.
with_cuda	false	Whether to build FFmpeg with Nvidia hardware acceleration.

FFmpeg without CUDA

docker build \
-t moonvision/custom-builds:ffmpeg-latest \
--build-arg ffmpeg_version=4.2.1 \
-f docker/builders/ffmpeg/Dockerfile docker/builders/ffmpeg

FFmpeg with CUDA

docker build \
-t moonvision/custom-builds:ffmpeg-cuda-latest \
--build-arg ffmpeg_version=4.2.1 \
--build-arg with_cuda=true \
-f docker/builders/ffmpeg/Dockerfile docker/builders/ffmpeg

PyTorch

Build arg	Default	Description
baseimage	moonvision/python-base:latest	Set the image in which PyTorch will be built.
pytorch_tag	v1.11.0	PyTorch version (tag or commit if built, pip version if downloaded).
torchvision_tag	v0.12.0	Torchvision version (tag or commit if built, pip version if downloaded).
prebuilt	false	If truedownload pip versions instead of building from source.
with_cuda	false	Whether to build/download PyTorch with Nvidia hardware acceleration.

PyTorch without CUDA

docker build \
-t moonvision/custom-builds:pytorch-latest \
-f docker/builders/pytorch/Dockerfile docker/builders/pytorch

PyTorch with CUDA

docker build \
-t moonvision/custom-builds:pytorch-cuda-latest \
--build-arg with_cuda=true \
--build-arg prebuilt=true \
-f docker/builders/pytorch/Dockerfile docker/builders/pytorch