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The 2nd Workshop on Maritime Computer Vision (MaCVi) 2024

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arxiv 2311.14762 v1 pith:UKHZ4HLW submitted 2023-11-23 cs.CV cs.AI

The 2nd Workshop on Maritime Computer Vision (MaCVi) 2024

classification cs.CV cs.AI
keywords maritimecomputermacviusv-basedvisionworkshopchallengesdetection
verification ladder T0 review T1 audit T2 compute T3 formal T4 reserved
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The 2nd Workshop on Maritime Computer Vision (MaCVi) 2024 addresses maritime computer vision for Unmanned Aerial Vehicles (UAV) and Unmanned Surface Vehicles (USV). Three challenges categories are considered: (i) UAV-based Maritime Object Tracking with Re-identification, (ii) USV-based Maritime Obstacle Segmentation and Detection, (iii) USV-based Maritime Boat Tracking. The USV-based Maritime Obstacle Segmentation and Detection features three sub-challenges, including a new embedded challenge addressing efficicent inference on real-world embedded devices. This report offers a comprehensive overview of the findings from the challenges. We provide both statistical and qualitative analyses, evaluating trends from over 195 submissions. All datasets, evaluation code, and the leaderboard are available to the public at https://macvi.org/workshop/macvi24.

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