ucr-singularity/ml-software:pip-cv2

$ singularity pull shub://ucr-singularity/ml-software:pip-cv2

Singularity Recipe

Bootstrap: shub
From: ucr-singularity/cuda-9.0-base

%post

    # TensorFlow
    pip install --no-cache-dir tensorflow-gpu==1.5.0
    
    # Deep Mind Sonnet
    pip install --no-cache-dir dm-sonnet-gpu==1.17

    # Theano
    pip install --no-cache-dir Theano==1.0.1

    # Keras
    pip install --no-cache-dir keras==2.1.5

    # Pytorch, per pytorch.org recommendation
    pip install --no-cache-dir https://download.pytorch.org/whl/cu90/torch-0.3.1-cp27-cp27mu-linux_x86_64.whl
    pip install --no-cache-dir torchvision==0.2.0

    # OpenCV from pip, including contrib.  This makes the install MUCH faster.
    # See https://pypi.python.org/pypi/opencv-contrib-python for capabilities 
    # and limitations.  
    pip install --no-cache-dir opencv-contrib-python    
    
    # Install Pydensecrf
    pip install git+https://github.com/lucasb-eyer/pydensecrf.git

Collection


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key value
id /containers/ucr-singularity-ml-software-pip-cv2
collection name ucr-singularity/ml-software
branch master
tag pip-cv2
commit 5fabfe72e1a52e929554148457b8bcd7bd9d5395
version (container hash) 0ecbb4d06e075825e7c8d5f446735685
build date 2018-04-02T06:51:03.440Z
size (MB) 8848
size (bytes) 4204441631
SIF Download URL (please use pull with shub://)
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