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. |
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:
$ docker run -it -p 8888:8888 --rm --entrypoint jupyter-notebook openwhisk/python3aiaction --notebook-dir=/notebooks --ip 0.0.0.0 --no-browser --allow-root
To view an example with this AI Action check the samples/smart-body-crop notebook and follow the instructions.
| 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:
$ docker run --rm --entrypoint pip openwhisk/python3aiaction list
For a complete list execute:
$ docker run --rm --entrypoint apt openwhisk/python3aiaction list --installed