.. role:: guiaction

.. role:: guistart

.. role:: guimenu

AI Development Arena
--------------------

The AI Dev Arena is a space hosting experimental `(beta)` features from AI Hub.
It is designed to give our most enthusiastic users early access to upcoming AI
capabilities and collect valuable feedback to shape the future of the AI Hub.

.. note::
    To access **AI Dev Arena**, use an external PC connection to the robot. Then,
    open the link `http://192.168.2.14:8089 <http://192.168.2.14:8089>`_
    via **Mozilla Firefox** or any other Chromium-based browser.


.. hint::
    AI Dev Arena works best with **Mozilla Firefox** browser.

.. contents::
    :local:
    :depth: 2
    :backlinks: none
    :class: toc

Object Onboarding Wizard
~~~~~~~~~~~~~~~~~~~~~~~~

The **Object Onboarding Wizard** is a tool that lets you quickly teach new
objects to the robot using just a few images. It uses a foundation model as its
base and applies additive learning to recognize new objects. Key benefits
include:

- Fast training and object onboarding (~5 mins per object)
- Automatic processing of images
- High detection accuracy
- Simple interface for capturing and training
- Works with new objects without extensive data

The wizard guides you through the process of capturing images and handles all
the training automatically.

.. note::
    See :ref:`Tutorial: Train an Object Detection Model (Method: neura_DLIS2) <using-the-object-onboarding-wizard-method-neura-dlis2>`

Screenshots
+++++++++++

.. figure:: /_static/ai_hub/ai_dev_arena/ai_dev_arena06.png
    :align: center
    :class: padded-image

.. figure:: /_static/ai_hub/ai_dev_arena/ai_dev_arena08.png
    :align: center
    :class: padded-image

.. figure:: /_static/ai_hub/ai_dev_arena/ai_dev_arena10.png
    :align: center
    :class: padded-image

.. figure:: /_static/ai_hub/ai_dev_arena/ai_dev_arena12.png
    :align: center
    :class: padded-image

.. figure:: /_static/ai_hub/ai_dev_arena/ai_dev_arena14.png
    :align: center
    :class: padded-image


Real Data Collection Wizard
~~~~~~~~~~~~~~~~~~~~~~~~~~~

The **Real Data Collection Wizard** offers a seamless solution for creating
datasets using the robot's vision sensors.

.. note::
    See :ref:`Tutorial: Collect Real Data <tutorials/collect_real_data:using the real data collection wizard>`

Screenshots
+++++++++++

.. figure:: /_static/ai_hub/ai_dev_arena/ai_dev_arena03.png
    :align: center
    :class: padded-image

.. figure:: /_static/ai_hub/ai_dev_arena/ai_dev_arena04.png
    :align: center
    :class: padded-image

.. figure:: /_static/ai_hub/ai_dev_arena/ai_dev_arena05.png
    :align: center
    :class: padded-image


Data Transfer App
~~~~~~~~~~~~~~~~~

This simple data transfer app streamlines the process of transferring data into
**AI Hub** database by eliminating the need to switch between **Robot Mode**
and **AI Hub mode.**


.. note::
    The only supported functionality as of this release is training data
    transfers to train a ``neura_DLIS1`` model.

    After exporting your annotated dataset from Neura CVAT, simply select the
    **Data type: Training Data** and upload the downloaded ZIP file.

Screenshots
+++++++++++

.. figure:: /_static/ai_hub/ai_dev_arena/ai_dev_arena01.png
    :align: center
    :class: padded-image