Datasets:
add new BS 4K and MWS 4K sequences
Browse filesThis view is limited to 50 files because it contains too many changes. See raw diff
- README.md +18 -2
- data/BS_4K/BS_4K.mov +3 -0
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README.md
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DeepSea MOT consists of 4 video sequences (2 midwater, 2 benthic) with a total of 2,400 frames and 57,376 annotated objects comprising 188 tracks. The videos were captured by the [Monterey Bay Aquarium Research Institute (MBARI)](https://www.mbari.org/) using remotely operated vehicles (ROVs) [*Doc Ricketts*](https://www.mbari.org/technology/rov-doc-ricketts/) and [*Ventana*](https://www.mbari.org/technology/rov-ventana/) in deep-sea environments, showcasing a variety of marine species and underwater scenes.
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- **Paper:** https://arxiv.org/abs/2509.03499
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- **Workflow:** https://docs.mbari.org/benchmark_eval/
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│ ├── images/
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│ ├── labels/
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│ └── xml/
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├── gt.txt
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├── seqinfo.ini
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├── images/
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DeepSea MOT consists of 4 video sequences (2 midwater, 2 benthic) with a total of 2,400 frames and 57,376 annotated objects comprising 188 tracks. The videos were captured by the [Monterey Bay Aquarium Research Institute (MBARI)](https://www.mbari.org/) using remotely operated vehicles (ROVs) [*Doc Ricketts*](https://www.mbari.org/technology/rov-doc-ricketts/) and [*Ventana*](https://www.mbari.org/technology/rov-ventana/) in deep-sea environments, showcasing a variety of marine species and underwater scenes.
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**[2025-12-08] New 4K Sequences:** In addition to the original sequences, DeepSea MOT now includes two new 4K resolution sequences (Benthic Simple and Midwater Simple) to facilitate research on high-resolution underwater video analysis.
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- **Paper:** https://arxiv.org/abs/2509.03499
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- **Workflow:** https://docs.mbari.org/benchmark_eval/
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│ ├── images/
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│ ├── labels/
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│ └── xml/
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├── MWS/ # Midwater Simple sequence
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| ├── MWS.mov
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| ├── gt.txt
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| ├── seqinfo.ini
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| ├── images/
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| ├── labels/
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| └── xml/
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├── BS_4K/ # 4K Benthic Simple sequence
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│ ├── BS_4K.mov
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│ ├── gt.txt
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│ ├── seqinfo.ini
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│ ├── images/
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│ ├── labels/
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│ └── xml/
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└── MWS_4K/ # 4K Midwater Simple sequence
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├── MWS_4K.mov
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├── gt.txt
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├── seqinfo.ini
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├── images/
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data/BS_4K/BS_4K.mov
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version https://git-lfs.github.com/spec/v1
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oid sha256:e0ec9a070525cb7250d5499862e58396c9b50629f47388c9abeaeb5b401d8324
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size 2240830521
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data/BS_4K/gt.txt
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