Predictable Stack for Computer Vision Applications

The images described here are built with Thoth Predictable Stacks and contains Computer Vision packages for Data Science usage.

.. image:: https://img.shields.io/github/v/tag/thoth-station/ps-cv?style=plastic :target: https://github.com/thoth-station/ps-cv/releases :alt: GitHub tag (latest by date)

List of packages in ps-cv-ocr

.. image:: https://quay.io/repository/thoth-station/ps-cv-ocr/status :target: https://quay.io/repository/thoth-station/ps-cv-ocr?tab=tags :alt: Quay - Build

.. code-block:: python

- opencv-python
- pytesseract
- pillow

This image contain specific binaries for openv-cv and tesseract. In particular tesseract languages added are Finnish, Swedish and English).

List of packages in ps-cv-tensorflow

.. image:: https://quay.io/repository/thoth-station/ps-cv-tensorflow/status :target: https://quay.io/repository/thoth-station/ps-cv-tensorflow?tab=tags :alt: Quay - Build

.. code-block:: python

- opencv-python
- tensorflow
- pillow
- keras
- tensorboard
- tensorflow
- jupyter-tensorboard

This image contain specific binaries for openv-cv.

List of packages in ps-cv-pytorch

.. image:: https://quay.io/repository/thoth-station/ps-cv-pytorch/status :target: https://quay.io/repository/thoth-station/ps-cv-pytorch?tab=tags :alt: Quay - Build

.. code-block:: python

- opencv-python
- torch
- torchvision
- pillow
- tensorboard
- jupyter-tensorboard

This image contain specific binaries for openv-cv.

Generic data science packages

All the above images are built from Generic Data Science Image <https://github.com/thoth-station/s2i-generic-data-science-notebook>__, therefore they contain also the following packages:

.. code-block:: python

- beautifulsoup4
- bokeh
- boto3
- cloudpickle
- cython
- dask
- dill
- distributed
- h5py
- ipywidgets
- kafka-python
- matplotlib
- numpy
- pandas
- plotly
- pyarrow
- s3fs
- scikit-image
- scikit-learn
- scipy
- seaborn
- sqlalchemy
- statsmodels