@@ -8,7 +8,7 @@ NVIDIA-accelerated Image Pipeline.
88
99## Overview
1010
11- [ Isaac ROS Image Pipeline] ( https://github.com/NVIDIA-ISAAC-ROS/isaac_ros_image_pipeline ) is a metapackage of functionality for image
11+ Isaac ROS Image Pipeline is a metapackage of functionality for image
1212processing. Camera output often needs pre-processing to meet the input
1313requirements of multiple different perception functions. This can
1414include cropping, resizing, mirroring, correcting for lens distortion,
@@ -49,11 +49,11 @@ This package is powered by [NVIDIA Isaac Transport for ROS (NITROS)](https://dev
4949
5050## Performance
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52- | Sample Graph<br /><br /> | Input Size<br /><br /> | AGX Orin<br /><br /> | Orin NX<br /><br /> | Orin Nano 8GB<br /><br /> | x86_64 w/ RTX 4090<br /><br /> |
52+ | Sample Graph<br /><br /> | Input Size<br /><br /> | AGX Orin<br /><br /> | Orin NX<br /><br /> | Orin Nano Super 8GB<br /><br /> | x86_64 w/ RTX 4090<br /><br /> |
5353| -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| ---------------------------| -------------------------------------------------------------------------------------------------------------------------------------------------------------------| -------------------------------------------------------------------------------------------------------------------------------------------------------------------| ---------------------------------------------------------------------------------------------------------------------------------------------------------------------| --------------------------------------------------------------------------------------------------------------------------------------------------------------------|
54- | [ Rectify Node] ( https://github.com/NVIDIA-ISAAC-ROS/isaac_ros_benchmark/blob/main/benchmarks/isaac_ros_image_proc_benchmark/scripts/isaac_ros_rectify_node.py ) <br /><br /><br /><br /> | 1080p<br /><br /><br /><br /> | [ 1160 fps] ( https://github.com/NVIDIA-ISAAC-ROS/isaac_ros_benchmark/blob/main/results/isaac_ros_rectify_node-agx_orin.json ) <br /><br /><br />2.2 ms @ 30Hz<br /><br /> | [ 595 fps] ( https://github.com/NVIDIA-ISAAC-ROS/isaac_ros_benchmark/blob/main/results/isaac_ros_rectify_node-orin_nx.json ) <br /><br /><br />3.6 ms @ 30Hz<br /><br /> | [ 411 fps] ( https://github.com/NVIDIA-ISAAC-ROS/isaac_ros_benchmark/blob/main/results/isaac_ros_rectify_node-orin_nano.json ) <br /><br /><br />4.4 ms @ 30Hz<br /><br /> | [ 2500 fps] ( https://github.com/NVIDIA-ISAAC-ROS/isaac_ros_benchmark/blob/main/results/isaac_ros_rectify_node-x86-4090.json ) <br /><br /><br />0.70 ms @ 30Hz<br /><br /> |
55- | [ Stereo Disparity Node] ( https://github.com/NVIDIA-ISAAC-ROS/isaac_ros_benchmark/blob/main/benchmarks/isaac_ros_stereo_image_proc_benchmark/scripts/isaac_ros_disparity_node.py ) <br /><br /><br /><br /> | 1080p<br /><br /><br /><br /> | [ 117 fps] ( https://github.com/NVIDIA-ISAAC-ROS/isaac_ros_benchmark/blob/main/results/isaac_ros_disparity_node-agx_orin.json ) <br /><br /><br />11 ms @ 30Hz<br /><br /> | [ 78.4 fps] ( https://github.com/NVIDIA-ISAAC-ROS/isaac_ros_benchmark/blob/main/results/isaac_ros_disparity_node-orin_nx.json ) <br /><br /><br />14 ms @ 30Hz<br /><br /> | [ 53.5 fps] ( https://github.com/NVIDIA-ISAAC-ROS/isaac_ros_benchmark/blob/main/results/isaac_ros_disparity_node-orin_nano.json ) <br /><br /><br />21 ms @ 30Hz<br /><br /> | [ 978 fps] ( https://github.com/NVIDIA-ISAAC-ROS/isaac_ros_benchmark/blob/main/results/isaac_ros_disparity_node-x86-4090.json ) <br /><br /><br />1.6 ms @ 30Hz<br /><br /> |
56- | [ Stereo Disparity Graph] ( https://github.com/NVIDIA-ISAAC-ROS/isaac_ros_benchmark/blob/main/benchmarks/isaac_ros_stereo_image_proc_benchmark/scripts/isaac_ros_disparity_graph.py ) <br /><br /><br /><br /> | 1080p<br /><br /><br /><br /> | [ 111 fps] ( https://github.com/NVIDIA-ISAAC-ROS/isaac_ros_benchmark/blob/main/results/isaac_ros_disparity_graph-agx_orin.json ) <br /><br /><br />15 ms @ 30Hz<br /><br /> | [ 72.2 fps] ( https://github.com/NVIDIA-ISAAC-ROS/isaac_ros_benchmark/blob/main/results/isaac_ros_disparity_graph-orin_nx.json ) <br /><br /><br />19 ms @ 30Hz<br /><br /> | [ 49.7 fps] ( https://github.com/NVIDIA-ISAAC-ROS/isaac_ros_benchmark/blob/main/results/isaac_ros_disparity_graph-orin_nano.json ) <br /><br /><br />26 ms @ 30Hz<br /><br /> | [ 695 fps] ( https://github.com/NVIDIA-ISAAC-ROS/isaac_ros_benchmark/blob/main/results/isaac_ros_disparity_graph-x86-4090.json ) <br /><br /><br />3.9 ms @ 30Hz<br /><br /> |
54+ | [ Rectify Node] ( https://github.com/NVIDIA-ISAAC-ROS/isaac_ros_benchmark/blob/main/benchmarks/isaac_ros_image_proc_benchmark/scripts/isaac_ros_rectify_node.py ) <br /><br /><br /><br /> | 1080p<br /><br /><br /><br /> | [ 800 fps] ( https://github.com/NVIDIA-ISAAC-ROS/isaac_ros_benchmark/blob/main/results/isaac_ros_rectify_node-agx_orin.json ) <br /><br /><br />2.8 ms @ 30Hz<br /><br /> | [ 572 fps] ( https://github.com/NVIDIA-ISAAC-ROS/isaac_ros_benchmark/blob/main/results/isaac_ros_rectify_node-orin_nx.json ) <br /><br /><br />3.3 ms @ 30Hz<br /><br /> | [ 595 fps] ( https://github.com/NVIDIA-ISAAC-ROS/isaac_ros_benchmark/blob/main/results/isaac_ros_rectify_node-orin_nano.json ) <br /><br /><br />3.8 ms @ 30Hz<br /><br /> | [ 2500 fps] ( https://github.com/NVIDIA-ISAAC-ROS/isaac_ros_benchmark/blob/main/results/isaac_ros_rectify_node-x86-4090.json ) <br /><br /><br />0.57 ms @ 30Hz<br /><br /> |
55+ | [ Stereo Disparity Node] ( https://github.com/NVIDIA-ISAAC-ROS/isaac_ros_benchmark/blob/main/benchmarks/isaac_ros_stereo_image_proc_benchmark/scripts/isaac_ros_disparity_node.py ) <br /><br /><br /><br /> | 1080p<br /><br /><br /><br /> | [ 118 fps] ( https://github.com/NVIDIA-ISAAC-ROS/isaac_ros_benchmark/blob/main/results/isaac_ros_disparity_node-agx_orin.json ) <br /><br /><br />11 ms @ 30Hz<br /><br /> | [ 78.1 fps] ( https://github.com/NVIDIA-ISAAC-ROS/isaac_ros_benchmark/blob/main/results/isaac_ros_disparity_node-orin_nx.json ) <br /><br /><br />14 ms @ 30Hz<br /><br /> | [ 83.8 fps] ( https://github.com/NVIDIA-ISAAC-ROS/isaac_ros_benchmark/blob/main/results/isaac_ros_disparity_node-orin_nano.json ) <br /><br /><br />13 ms @ 30Hz<br /><br /> | [ 943 fps] ( https://github.com/NVIDIA-ISAAC-ROS/isaac_ros_benchmark/blob/main/results/isaac_ros_disparity_node-x86-4090.json ) <br /><br /><br />1.6 ms @ 30Hz<br /><br /> |
56+ | [ Stereo Disparity Graph] ( https://github.com/NVIDIA-ISAAC-ROS/isaac_ros_benchmark/blob/main/benchmarks/isaac_ros_stereo_image_proc_benchmark/scripts/isaac_ros_disparity_graph.py ) <br /><br /><br /><br /> | 1080p<br /><br /><br /><br /> | [ 111 fps] ( https://github.com/NVIDIA-ISAAC-ROS/isaac_ros_benchmark/blob/main/results/isaac_ros_disparity_graph-agx_orin.json ) <br /><br /><br />15 ms @ 30Hz<br /><br /> | [ 72.2 fps] ( https://github.com/NVIDIA-ISAAC-ROS/isaac_ros_benchmark/blob/main/results/isaac_ros_disparity_graph-orin_nx.json ) <br /><br /><br />18 ms @ 30Hz<br /><br /> | [ 77.4 fps] ( https://github.com/NVIDIA-ISAAC-ROS/isaac_ros_benchmark/blob/main/results/isaac_ros_disparity_graph-orin_nano.json ) <br /><br /><br />18 ms @ 30Hz<br /><br /> | [ 692 fps] ( https://github.com/NVIDIA-ISAAC-ROS/isaac_ros_benchmark/blob/main/results/isaac_ros_disparity_graph-x86-4090.json ) <br /><br /><br />4.6 ms @ 30Hz<br /><br /> |
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