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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
```