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| |
| # AI Action |
| |
| This image contains libraries and frameworks useful for running AI Services. |
| |
| Bellow are the versions for the included libraries: |
| |
| | Image Version | Package | Notes | |
| | ------------- | ------- | ----- | |
| | 1.1.0 | Tensorflow 1.11.0, PyTorch 0.4.1 | Based on Ubuntu 16.04.5, Python 3.5.2. |
| |
| ### Opening Notebooks |
| |
| This image has Jupyter Notebook installed. You may find useful to run quick Notebooks directly on the image which may run the actual code. To start Jupyter Notebook execute: |
| |
| ```bash |
| $ docker run -it -p 8888:8888 --rm --entrypoint jupyter-notebook openwhisk/actionloop-python-v3.6ai --notebook-dir=/notebooks --ip 0.0.0.0 --no-browser --allow-root |
| ``` |
| |
| #### AI Action Sample |
| |
| To view an example with this AI Action check the [samples/smart-body-crop notebook](./samples/smart-body-crop/crop.ipynb) and follow the instructions. |
| |
| ### 1.1.0 Details |
| #### Available python packages |
| |
| | Package | Version | |
| | --------------------- | --------------------- | |
| | tensorboard | 1.11.0 | |
| | tensorflow | 1.11.0 | |
| | torch | 0.4.1 | |
| | torchvision | 0.2.1 | |
| | scikit-learn | 0.19.2 | |
| | scipy | 1.1.0 | |
| | sklearn | 0.0 | |
| | numpy | 1.15.2 | |
| | pandas | 0.23.4 | |
| | Pillow | 5.2.0 | |
| | Cython | 0.28.5 | |
| | ipykernel | 4.9.0 | |
| | ipython | 6.5.0 | |
| | ipywidgets | 7.4.2 | |
| | jupyter | 1.0.0 | |
| | jupyter-client | 5.2.3 | |
| | jupyter-console | 5.2.0 | |
| | jupyter-core | 4.4.0 | |
| | Keras | 2.2.2 | |
| | Keras-Applications | 1.0.4 | |
| | Keras-Preprocessing | 1.0.2 | |
| | matplotlib | 3.0.0 | |
| | notebook | 5.7.0 | |
| | opencv-contrib-python | 3.4.2.17 | |
| | protobuf | 3.6.1 | |
| |
| For a complete list execute: |
| |
| ```bash |
| docker run --rm --entrypoint pip actionloop-python-v3.6-ai list |
| ``` |
| |
| #### Available Ubuntu packages |
| |
| For a complete list execute: |
| |
| ```bash |
| docker run --rm --entrypoint apt actionloop-python-v3.6-ai list --installed |
| ``` |
