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jaiveersinghNV authored Jul 12, 2024
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Expand Up @@ -8,7 +8,7 @@ Overview

.. note::

This tutorial detects the Mac and Cheese Box mentioned in the `SyntheticaDETR Object Classes section <https://registry.ngc.nvidia.com/orgs/nvstaging/teams/isaac/models/synthetica_detr>`__. In order to detect other objects from ``SyntheticaDETR Object Classes``, you need to create a mesh and replace the ``mesh_file_path`` and ``texture_path`` arguments to this tutorials launch file with the mesh you generated. The tutorial on how to create a mesh using an iPhone can be found :doc:`here </concepts/pose_estimation/foundationpose/tutorial_create_your_own_mesh>`. In order to detect other objects not supported by ``SyntheticaDETR``, you will have to modify the launch file and replace the 2D object detection pipeline with one that supports the object you are trying to detect.
This tutorial detects the Mac and Cheese Box mentioned in the :ir_ngc:`SyntheticaDETR Object Classes section <teams/isaac/models/synthetica_detr>`. In order to detect other objects from ``SyntheticaDETR Object Classes``, you need to create a mesh and replace the ``mesh_file_path`` and ``texture_path`` arguments to this tutorials launch file with the mesh you generated. The tutorial on how to create a mesh using an iPhone can be found :doc:`here </concepts/pose_estimation/foundationpose/tutorial_create_your_own_mesh>`. In order to detect other objects not supported by ``SyntheticaDETR``, you will have to modify the launch file and replace the 2D object detection pipeline with one that supports the object you are trying to detect.

Tutorial Walkthrough
--------------------
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Expand Up @@ -12,7 +12,7 @@ Overview

.. note::

This tutorial detects the 3D pose of the Mac and Cheese Box mentioned in the `SyntheticaDETR Object Classes section <https://registry.ngc.nvidia.com/orgs/nvstaging/teams/isaac/models/synthetica_detr>`__. In order to detect other objects from ``SyntheticaDETR Object Classes``, you need to create a mesh and replace the ``mesh_file_path`` and ``texture_path`` arguments to this tutorials launch file with the mesh you generated. The tutorial on how to create a mesh using an iPhone can be found :doc:`here </concepts/pose_estimation/foundationpose/tutorial_create_your_own_mesh>`. In order to detect other objects not supported by ``SyntheticaDETR``, you will have to modify the launch file and replace the 2D object detection pipeline with one that supports the object you are trying to detect.
This tutorial detects the 3D pose of the Mac and Cheese Box mentioned in the :ir_ngc:`SyntheticaDETR Object Classes section <teams/isaac/models/synthetica_detr>`. In order to detect other objects from ``SyntheticaDETR Object Classes``, you need to create a mesh and replace the ``mesh_file_path`` and ``texture_path`` arguments to this tutorials launch file with the mesh you generated. The tutorial on how to create a mesh using an iPhone can be found :doc:`here </concepts/pose_estimation/foundationpose/tutorial_create_your_own_mesh>`. In order to detect other objects not supported by ``SyntheticaDETR``, you will have to modify the launch file and replace the 2D object detection pipeline with one that supports the object you are trying to detect.

Tutorial Walkthrough
--------------------
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Expand Up @@ -94,7 +94,7 @@ data coming from a ROSbag.
.. tab:: On a ROSbag

1. Download the `r2b_galileo2 <https://registry.ngc.nvidia.com/orgs/nvstaging/teams/isaac/resources/r2bdataset2024/files>`__ rosbag from the r2b dataset or :ref:`record your own bag. <concepts/scene_reconstruction/nvblox/tutorials/tutorial_realsense:Recording Data With RealSense>`
1. Download the :ir_ngc:`r2b_galileo2 <teams/isaac/resources/r2bdataset2024/files>` rosbag from the r2b dataset or :ref:`record your own bag. <concepts/scene_reconstruction/nvblox/tutorials/tutorial_realsense:Recording Data With RealSense>`

2. Launch the rosbag:

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Expand Up @@ -24,53 +24,27 @@ The developer kit can be mounted using either a tripod mount or the general
purpose hole pattern on its bottom. Recommended mounting hole positions can be found
in the `Nova Orin DevKit Quick Start Guide` from Segway.


To account for the mounting location when running `Isaac Perceptor`, a custom URDF file needs to be passed.
Per default, the :ir_repo:`nova_developer_kit.urdf.xacro <nova_developer_kit> <nova_developer_kit_description/urdf/nova_developer_kit.urdf.xacro>`
To account for the mounting location when running `Isaac Perceptor`, a robot URDF file needs to be
provided. Otherwise the :ir_repo:`nova_developer_kit.urdf.xacro <nova_developer_kit> <nova_developer_kit_description/urdf/nova_developer_kit.urdf.xacro>`
is used, which assumes that the `Nova Orin Developer Kit` is initialized on the ground plane.
To define your own URDF file, you can use the following code snippet and store it at a suitable ``urdf_file_path``:

.. code-block:: xml
<?xml version="1.0"?>
<robot name="please_specify_robot_name" xmlns:xacro="http://www.ros.org/wiki/xacro">
<xacro:arg name="robot_namespace" default="/"/>
<xacro:include filename="$(find nova_developer_kit_description)/urdf/nova_developer_kit_macro.urdf.xacro"/>
<link name="base_link"/>
<xacro:nova_developer_kit name="nova_developer_kit" parent="base_link" mount_is_root="true">
<origin xyz="0.0 0.0 0.0" rpy="0.0 0.0 0.0"/>
</xacro:nova_developer_kit>
</robot>

<!-- Your Robot Description goes here. -->
It is **recommended to follow the**
:doc:`calibration instructions</robots/nova_carter/demo_calibration>`. The output of calibration is
stored in a default location in the robot (``/etc/nova/calibration/isaac_calibration.urdf``), and
`Isaac Perceptor` will use it without requiring any additional arguments:

The fields `xyz` and `rpy` parametrize the transformation between the
`Nova Orin Developer Kit` and the provided parent link (e.g. `base_link`). Specifically, the field `xyz`
represents a 3D translation in meters, and the field `rpy` represents a rotation as fixed-axis Euler
angles in radians: roll, pitch and yaw, respectively.

The field `mount_is_root` must be set to `true` if the transformation is provided with respect to
the `Nova Orin Developer Kit` mount point (center screw of the lower plate), or `false` if the
transformation refers to the `Nova Orin Developer Kit` main link (center-front of the module).

For example, if you are mounting the `Nova Orin Developer Kit` such that its center-front point is at a
height of `Z = 0.4 m` above the robot origin and `X = -0.1 m` behind it, the root link origin should
be adjusted accordingly:

.. code-block:: xml
.. code:: bash
...
<xacro:nova_developer_kit name="nova_developer_kit" parent="base_link" mount_is_root="false">
<origin xyz="-0.1 0.0 0.4" rpy="0.0 0.0 0.0"/>
...
ros2 launch nova_developer_kit_bringup perceptor.launch.py
Your custom URDF file can then be passed with the `urdf_override_file` argument to `Isaac Perceptor`:
Alternatively, the :ref:`Nominal values and URDF file generation<robot-urdf-with-nova-developer-kit>`
section details the process to create a robot nominals URDF file (``urdf_nominals_file_path``). The
robot nominals URDF file can then be passed with the `urdf_override_file` argument to `Isaac Perceptor`:

.. code:: bash
ros2 launch nova_developer_kit_bringup perceptor.launch.py \
urdf_override_file:=<"urdf_file_path">
urdf_override_file:=<"urdf_nominals_file_path">
Powering On the `Nova Orin Developer Kit`
------------------------------------------
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Expand Up @@ -46,9 +46,7 @@ essential steps to replace the lidar-based local perception with camera-based 3D
from `Isaac Perceptor`.

Lastly, it is assumed that you have rigidly mounted the `Nova Orin Developer Kit` on
your own robot, and an accurate URDF file has been obtained encoding the transformation between
`Nova Orin Developer Kit` and the robot origin
(:doc:`Mounting the Nova Orin Developer Kit on a Robot </reference_workflows/isaac_perceptor/run_perceptor_on_devkit>`).
your own robot and successfully completed :doc:`calibration</robots/nova_carter/demo_calibration>`.

Instructions
------------
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Expand Up @@ -565,7 +565,7 @@ ROS Parameters
* - ``border_type``
- ``string``
- ``CONSTANT``
- Describes how border values are calculated. Valid values are - ``CONSTANT``, ``REPLICATE``, ``REFLECT``, ``WRAP``, and ``REFLECT101``. More info can be found `here <https://cvcuda.github.io/CV-CUDA/_exhale_api/enum_BorderType_8h_1a47d27ddb621b5837b703742548a1b263.html#BorderType_8h_1a47d27ddb621b5837b703742548a1b263>`__.
- Describes how border values are calculated. Valid values are - ``CONSTANT``, ``REPLICATE``, ``REFLECT``, ``WRAP``, and ``REFLECT101``. More info can be found `here <https://cvcuda.github.io/CV-CUDA/_python_api/_cvcuda_api/_aux_border.html>`__.

* - ``border_pixel_color_value``
- ``std::vector<double>``
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Expand Up @@ -127,4 +127,60 @@ and
:ir_repo:`owl_macro.urdf.xacro <isaac_ros_nova> <owl_description/urdf/owl_macro.urdf.xacro>`,
respectively.
The reader is advised to download Hawk and Owl specifications and 3D
models to cross-check these numbers.
models to cross-check these numbers.

**URDF Mounting the Nova Orin Developer Kit on a Robot**

.. _robot-urdf-with-nova-developer-kit:

If the `Nova Orin Developer Kit` is mounted on a robot, the user must provide a URDF encoding its
position on the robot.

It is recommended to follow the self-contained
:doc:`calibration instructions</robots/nova_carter/demo_calibration>`. The output of calibration is
stored in a default location in the robot, and Isaac Perceptor will use it without requiring any
additional arguments.

Alternatively, the remaining of this section details how to create a robot nominals URDF file
(``urdf_nominals_file_path``) to be used with Isaac Perceptor. Note that the steps below
shall not be followed if performing calibration. The instructions
:doc:`Isaac Perceptor on a Robot with the Nova Orin Developer Kit</reference_workflows/isaac_perceptor/run_perceptor_on_devkit>`
detail how to provide the ``urdf_nominals_file_path`` to Isaac Perceptor.

To define your own URDF nominals file to use in Isaac Perceptor, you can use the following code
snippet and store it at a suitable ``urdf_nominals_file_path``:

.. code-block:: xml
<?xml version="1.0"?>
<robot name="please_specify_robot_name" xmlns:xacro="http://www.ros.org/wiki/xacro">
<xacro:arg name="robot_namespace" default="/"/>
<xacro:include filename="$(find nova_developer_kit_description)/urdf/nova_developer_kit_macro.urdf.xacro"/>
<link name="base_link"/>
<xacro:nova_developer_kit name="nova_developer_kit" parent="base_link" mount_is_root="true">
<origin xyz="0.0 0.0 0.0" rpy="0.0 0.0 0.0"/>
</xacro:nova_developer_kit>
</robot>
<!-- Your Robot Description goes here. -->
The fields `xyz` and `rpy` parametrize the transformation between the
`Nova Orin Developer Kit` and the provided parent link (e.g. `base_link`). Specifically, the field `xyz`
represents a 3D translation in meters, and the field `rpy` represents a rotation as fixed-axis Euler
angles in radians: roll, pitch and yaw, respectively.

The field `mount_is_root` must be set to `true` if the transformation is provided with respect to
the `Nova Orin Developer Kit` mount point (center screw of the lower plate), or `false` if the
transformation refers to the `Nova Orin Developer Kit` main link (center-front of the module).

For example, if you are mounting the `Nova Orin Developer Kit` such that its center-front point is at a
height of `Z = 0.4 m` above the robot origin and `X = -0.1 m` behind it, the root link origin should
be adjusted accordingly:

.. code-block:: xml
...
<xacro:nova_developer_kit name="nova_developer_kit" parent="base_link" mount_is_root="false">
<origin xyz="-0.1 0.0 0.4" rpy="0.0 0.0 0.0"/>
...
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<div role="contentinfo">
<p>&#169; Copyright 2023-2024, NVIDIA.
<span class="lastupdated">Last updated on Jun 14, 2024.
<span class="lastupdated">Last updated on Jul 12, 2024.
</span></p>
</div>

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<div role="contentinfo">
<p>&#169; Copyright 2023-2024, NVIDIA.
<span class="lastupdated">Last updated on Jun 14, 2024.
<span class="lastupdated">Last updated on Jul 12, 2024.
</span></p>
</div>

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<div role="contentinfo">
<p>&#169; Copyright 2023-2024, NVIDIA.
<span class="lastupdated">Last updated on Jun 14, 2024.
<span class="lastupdated">Last updated on Jul 12, 2024.
</span></p>
</div>

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Expand Up @@ -4665,7 +4665,7 @@ <h1>Synthetic Data Attributions<a class="headerlink" href="#synthetic-data-attri

<div role="contentinfo">
<p>&#169; Copyright 2023-2024, NVIDIA.
<span class="lastupdated">Last updated on Jun 14, 2024.
<span class="lastupdated">Last updated on Jul 12, 2024.
</span></p>
</div>

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<div role="contentinfo">
<p>&#169; Copyright 2023-2024, NVIDIA.
<span class="lastupdated">Last updated on Jun 14, 2024.
<span class="lastupdated">Last updated on Jul 12, 2024.
</span></p>
</div>

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Isaac ROS Docs Commit: 3f221787
Isaac ROS Docs Commit: 9a402633
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Expand Up @@ -3198,7 +3198,7 @@ <h2>Repositories and Packages<a class="headerlink" href="#repositories-and-packa

<div role="contentinfo">
<p>&#169; Copyright 2023-2024, NVIDIA.
<span class="lastupdated">Last updated on Jun 14, 2024.
<span class="lastupdated">Last updated on Jul 12, 2024.
</span></p>
</div>

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<div role="contentinfo">
<p>&#169; Copyright 2023-2024, NVIDIA.
<span class="lastupdated">Last updated on Jun 14, 2024.
<span class="lastupdated">Last updated on Jul 12, 2024.
</span></p>
</div>

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<div role="contentinfo">
<p>&#169; Copyright 2023-2024, NVIDIA.
<span class="lastupdated">Last updated on Jun 14, 2024.
<span class="lastupdated">Last updated on Jul 12, 2024.
</span></p>
</div>

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Expand Up @@ -2982,7 +2982,7 @@ <h3>Using a TensorRT Plan File<a class="headerlink" href="#using-a-tensorrt-plan

<div role="contentinfo">
<p>&#169; Copyright 2023-2024, NVIDIA.
<span class="lastupdated">Last updated on Jun 14, 2024.
<span class="lastupdated">Last updated on Jul 12, 2024.
</span></p>
</div>

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<div role="contentinfo">
<p>&#169; Copyright 2023-2024, NVIDIA.
<span class="lastupdated">Last updated on Jun 14, 2024.
<span class="lastupdated">Last updated on Jul 12, 2024.
</span></p>
</div>

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<div role="contentinfo">
<p>&#169; Copyright 2023-2024, NVIDIA.
<span class="lastupdated">Last updated on Jun 14, 2024.
<span class="lastupdated">Last updated on Jul 12, 2024.
</span></p>
</div>

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<div role="contentinfo">
<p>&#169; Copyright 2023-2024, NVIDIA.
<span class="lastupdated">Last updated on Jun 14, 2024.
<span class="lastupdated">Last updated on Jul 12, 2024.
</span></p>
</div>

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<div role="contentinfo">
<p>&#169; Copyright 2023-2024, NVIDIA.
<span class="lastupdated">Last updated on Jun 14, 2024.
<span class="lastupdated">Last updated on Jul 12, 2024.
</span></p>
</div>

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<div role="contentinfo">
<p>&#169; Copyright 2023-2024, NVIDIA.
<span class="lastupdated">Last updated on Jun 14, 2024.
<span class="lastupdated">Last updated on Jul 12, 2024.
</span></p>
</div>

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<div role="contentinfo">
<p>&#169; Copyright 2023-2024, NVIDIA.
<span class="lastupdated">Last updated on Jun 14, 2024.
<span class="lastupdated">Last updated on Jul 12, 2024.
</span></p>
</div>

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<div role="contentinfo">
<p>&#169; Copyright 2023-2024, NVIDIA.
<span class="lastupdated">Last updated on Jun 14, 2024.
<span class="lastupdated">Last updated on Jul 12, 2024.
</span></p>
</div>

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<div role="contentinfo">
<p>&#169; Copyright 2023-2024, NVIDIA.
<span class="lastupdated">Last updated on Jun 14, 2024.
<span class="lastupdated">Last updated on Jul 12, 2024.
</span></p>
</div>

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<div role="contentinfo">
<p>&#169; Copyright 2023-2024, NVIDIA.
<span class="lastupdated">Last updated on Jun 14, 2024.
<span class="lastupdated">Last updated on Jul 12, 2024.
</span></p>
</div>

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Expand Up @@ -2855,7 +2855,7 @@ <h2>Robot Configuration<a class="headerlink" href="#robot-configuration" title="

<div role="contentinfo">
<p>&#169; Copyright 2023-2024, NVIDIA.
<span class="lastupdated">Last updated on Jun 14, 2024.
<span class="lastupdated">Last updated on Jul 12, 2024.
</span></p>
</div>

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<div role="contentinfo">
<p>&#169; Copyright 2023-2024, NVIDIA.
<span class="lastupdated">Last updated on Jun 14, 2024.
<span class="lastupdated">Last updated on Jul 12, 2024.
</span></p>
</div>

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<div role="contentinfo">
<p>&#169; Copyright 2023-2024, NVIDIA.
<span class="lastupdated">Last updated on Jun 14, 2024.
<span class="lastupdated">Last updated on Jul 12, 2024.
</span></p>
</div>

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<div role="contentinfo">
<p>&#169; Copyright 2023-2024, NVIDIA.
<span class="lastupdated">Last updated on Jun 14, 2024.
<span class="lastupdated">Last updated on Jul 12, 2024.
</span></p>
</div>

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<div role="contentinfo">
<p>&#169; Copyright 2023-2024, NVIDIA.
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<span class="lastupdated">Last updated on Jul 12, 2024.
</span></p>
</div>

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<div role="contentinfo">
<p>&#169; Copyright 2023-2024, NVIDIA.
<span class="lastupdated">Last updated on Jun 14, 2024.
<span class="lastupdated">Last updated on Jul 12, 2024.
</span></p>
</div>

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