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Real time semantic segmentation node #77

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merged 11 commits into from
Jan 21, 2025

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leungjch
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@leungjch leungjch commented Feb 18, 2024

Real time semantic segmentation ROS2 node using PaddlePaddle pp-liteseg model: https://github.com/PaddlePaddle/PaddleSeg/tree/release/2.9/deploy/cpp

Performance: ~100 fps on 3090

out_video.mp4
src_video.mp4

@leungjch leungjch force-pushed the j89leung/rt-semantic-segmentation branch from 568d1be to f5cc71e Compare February 19, 2024 17:43
@leungjch leungjch changed the title Add real time semantic segmentation node Real time semantic segmentation node Feb 19, 2024
@leungjch leungjch force-pushed the j89leung/rt-semantic-segmentation branch from 06df3ac to 27c2b45 Compare March 8, 2024 04:07
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@Edwardius Edwardius left a comment

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Please break down the node into various files. 400 line monolith is not ideal :P

@leungjch leungjch force-pushed the j89leung/rt-semantic-segmentation branch from f8e205c to 9723cc9 Compare March 18, 2024 07:28
@leungjch leungjch requested a review from Edwardius March 30, 2024 19:16
@Edwardius Edwardius merged commit a6c413d into main Jan 21, 2025
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3 participants