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Merge pull request #8 from NVIDIA-ISAAC-ROS/hotfix-dp-2-2
Add webinar banner
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README.md

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<div align="center"><img alt="Isaac ROS Proximity Segmentation Sample Output" src="resources/isaac_ros_bi3d_real_opt.gif" width="500px"/></div>
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## Webinar Available
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Learn how to use this package by watching our on-demand webinar: [Using ML Models in ROS2 to Robustly Estimate Distance to Obstacles](https://gateway.on24.com/wcc/experience/elitenvidiabrill/1407606/3998202/isaac-ros-webinar-series)
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## Overview
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This repository provides NVIDIA hardware-accelerated packages for proximity segmentation. The `isaac_ros_bi3d` package uses an optimized [Bi3D](https://arxiv.org/abs/2005.07274) model to perform stereo-depth estimation via binary classification, which is used for proximity segmentation. Proximity segmentation can be used to determine whether an obstacle is within a proximity field and to avoid collisions with obstacles during navigation.
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## Table of Contents
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- [Isaac ROS Proximity Segmentation](#isaac-ros-proximity-segmentation)
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- [Webinar Available](#webinar-available)
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- [Overview](#overview)
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- [Isaac ROS NITROS Acceleration](#isaac-ros-nitros-acceleration)
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- [Performance](#performance)

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