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datasets. Framework for working with different datasets
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.. highlight:: cpp

The datasets module includes classes for working with different datasets: load data, evaluate different algorithms on them, contains benchmarks, etc.

It is planned to have:

 * basic: loading code for all datasets to help start work with them.
 * next stage: quick benchmarks for all datasets to show how to solve them using OpenCV and implement evaluation code.
 * finally: implement on OpenCV state-of-the-art algorithms, which solve these tasks.

.. toctree::
    :hidden:

    datasets/ar_hmdb
    datasets/ar_sports
    datasets/fr_adience
    datasets/fr_lfw
    datasets/gr_chalearn
    datasets/gr_skig
    datasets/hpe_humaneva
    datasets/hpe_parse
    datasets/ir_affine
    datasets/ir_robot
    datasets/is_bsds
    datasets/is_weizmann
    datasets/msm_epfl
    datasets/msm_middlebury
    datasets/or_imagenet
    datasets/or_mnist
    datasets/or_sun
    datasets/pd_caltech
    datasets/slam_kitti
    datasets/slam_tumindoor
    datasets/tr_chars
    datasets/tr_svt

Action Recognition
------------------

    :doc:`datasets/ar_hmdb` [#f1]_

    :doc:`datasets/ar_sports`

Face Recognition
----------------

    :doc:`datasets/fr_adience`

    :doc:`datasets/fr_lfw` [#f1]_

Gesture Recognition
-------------------

    :doc:`datasets/gr_chalearn`

    :doc:`datasets/gr_skig`

Human Pose Estimation
---------------------

    :doc:`datasets/hpe_humaneva`

    :doc:`datasets/hpe_parse`

Image Registration
------------------

    :doc:`datasets/ir_affine`

    :doc:`datasets/ir_robot`

Image Segmentation
------------------

    :doc:`datasets/is_bsds`

    :doc:`datasets/is_weizmann`

Multiview Stereo Matching
-------------------------

    :doc:`datasets/msm_epfl`

    :doc:`datasets/msm_middlebury`

Object Recognition
------------------

    :doc:`datasets/or_imagenet`

    :doc:`datasets/or_mnist` [#f2]_

    :doc:`datasets/or_sun`

Pedestrian Detection
--------------------

    :doc:`datasets/pd_caltech` [#f2]_

SLAM
----

    :doc:`datasets/slam_kitti`

    :doc:`datasets/slam_tumindoor`

Text Recognition
----------------

    :doc:`datasets/tr_chars`

    :doc:`datasets/tr_svt` [#f1]_

*Footnotes*

 .. [#f1] Benchmark implemented
 .. [#f2] Not used in Vision Challenge