TMCantwell/AENEAS-use-case-Image-based-Object-Detection-Classification:usecase4

$ singularity pull shub://TMCantwell/AENEAS-use-case-Image-based-Object-Detection-Classification:usecase4

Singularity Recipe

BootStrap: docker
From: nvidia/cuda:10.0-cudnn7-devel-centos7

%post
yum -y update
yum -y install yum-utils
yum -y groupinstall development
yum -y install https://centos7.iuscommunity.org/ius-release.rpm
yum -y install nano
yum -y install build-essential curl git man vim autoconf libtool debootstrap squashfs-tools
yum -y install python36u
yum -y install python36u-pip
yum -y install python36u-devel
yum -y install epel-release
yum -y install cuda
pip3.6 install -U virtualenv
virtualenv --system-site-packages /tensorflow
virtualenv --system-site-packages -p python3.6 /tensorflow
source /tensorflow/bin/activate
easy_install -U pip
pip3 install tensorflow-gpu==1.13.1
deactivate
yum -y install hdf5
yum -y install hdf5-devel
yum -y install h5py
yum -y install graphviz
source /tensorflow/bin/activate
pip install keras
pip install progressbar2
git clone https://github.com/TMCantwell/keras-retinanet.git
cd keras-retinanet
pip install .
python setup.py build_ext --inplace
cd ..
pip install numpy
yum -y install opencv
yum -y install opencv-devel
yum -y install opencv-python
pip install opencv-python
pip install Pillow
pip install matplotlib
pip install pillow
pip install h5py
pip install pandas
pip install matplotlib
pip install scikit-image
pip install scikit-learn
pip install scipy
pip install cython
pip install jupyter
pip install astropy
yum -y install python36u-tkinter
wget https://github.com/fizyr/keras-retinanet/releases/download/0.2/resnet50_coco_best_v2.0.3.h5
mv resnet50_coco_best_v2.0.3.h5 /keras-retinanet/snapshots

%environment
alias start-tensorflow="source /tensorflow/bin/activate"


%runscript
echo "Starting Tensorflow virtual environment"
source /tensorflow/bin/activate
echo "Arguments received: $*"
exec python "$@"

Collection

• Name: TMCantwell/AENEAS-use-case-Image-based-Object-Detection-Classification
• License: None

Metrics

Feedback

Was this page helpful?

Glad to hear it! Please tell us how we can improve.

Sorry to hear that. Please tell us how we can improve.