Commit
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d6df849
1
Parent(s):
435cc9d
convert to parquet
Browse files- README.md +23 -46
- data/APTv2/APTv2_point_tracks.parquet +3 -0
- data/animaltrack/animaltrack_point_tracks.parquet +3 -0
- data/bdd100k/bdd100k_point_tracks.parquet +3 -0
- data/bft/bft_point_tracks.parquet +3 -0
- data/dancetrack/dancetrack_point_tracks.parquet +3 -0
- data/mose/mose_point_tracks.parquet +3 -0
- data/mosev2/mosev2_point_tracks.parquet +3 -0
- data/mot2020/mot2020_point_tracks.parquet +3 -0
- data/personpath22/personpath22_point_tracks.parquet +3 -0
- data/sav/sav_point_tracks.parquet +3 -0
- data/seadrones/seadrones_point_tracks.parquet +3 -0
- data/soccernet/soccernet_point_tracks.parquet +3 -0
- data/sportsmot/sportsmot_point_tracks.parquet +3 -0
- data/teamtrack/teamtrack_point_tracks.parquet +3 -0
- data/uavdt/uavdt_point_tracks.parquet +3 -0
- data/vipseg/vipseg_point_tracks.parquet +3 -0
README.md
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---
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dataset_info:
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features:
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- name: id
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dtype: string
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- name: video
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dtype: string
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- name: video_dataset
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dtype: string
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- name: exp
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dtype: string
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- name: obj_id
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list: string
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- name: mask_id
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list: string
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- name: points
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list:
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- name: object_id
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dtype: string
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- name: points
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list:
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list: float64
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- name: start_frame
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dtype: int64
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- name: end_frame
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dtype: int64
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dtype: int64
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dtype: int64
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- name: n_frames
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dtype: int64
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- name: segments
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list:
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- name: object_id
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dtype: string
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- name: segments
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list:
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list: int64
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- name: fps
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dtype: float64
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- name: video_source
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dtype: string
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configs:
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- config_name: default
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data_files:
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- path: "data/**/*.
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split: train
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---
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├── README.md
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└── data/
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├── animaltrack/
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│ └── point_tracks.
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├── APTv2/
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│ └── point_tracks.
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├── ...
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└── {video_dataset}/
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└── point_tracks.
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```
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## Video Sources
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| Dataset | Category | Annotation Source | Download | Note |
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|---------|----------|-------------------|----------|------|
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| mose | General | Segmentation | <a href="https://huggingface.co/datasets/FudanCVL/MOSE" target="_blank">MOSE</a> | |
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---
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configs:
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- config_name: default
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data_files:
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- path: "data/**/*.parquet"
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split: train
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---
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├── README.md
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└── data/
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├── animaltrack/
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│ └── point_tracks.parquet
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├── APTv2/
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│ └── point_tracks.parquet
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├── ...
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└── {video_dataset}/
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└── point_tracks.parquet
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```
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## Video Sources
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| Dataset | Category | Annotation Source | Download | Note |
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|---------|----------|-------------------|----------|------|
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| mose | General | Segmentation | [MOSE](https://huggingface.co/datasets/FudanCVL/MOSE) |
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| mosev2 | General | Segmentation | [MOSEv2](https://huggingface.co/datasets/FudanCVL/MOSEv2) |
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| sav | General | Segmentation | [SA-V](https://ai.meta.com/datasets/segment-anything-video/)| Videos are created 6 fps instead to match the segmentation | annotation |
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| vipseg | General | Segmentation | [VIPSeg](https://github.com/VIPSeg-Dataset/VIPSeg-Dataset/) | Change to 720p format |
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| animaltrack | Animals | Bounding Box | [AnimalTrack](https://hengfan2010.github.io/projects/AnimalTrack/) | Train and val videos are used due to data scarcity |
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| APTv2 | Animals | Bounding Box | [APTv2](https://github.com/ViTAE-Transformer/APTv2) |
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| bft | Bird Flocks | Bounding Box | [BFT](https://george-zhuang.github.io/nettrack/) |
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| soccernet | Sports | Bounding Box | [SoccerNet](https://www.soccer-net.org/data) | Fill in the NDA form to access the videos |
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| sportsmot | Sports | Bounding Box | [SportsMOT](https://codalab.lisn.upsaclay.fr/competitions/12424#participate) |
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| teamtrack | Sports | Bounding Box | [TeamTrack](https://github.com/AtomScott/TeamTrack) |
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| mot2020 | Pedestrians | Bounding Box | [MOT20](https://motchallenge.net/data/MOT20/) |
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| personpath22 | Pedestrians | Bounding Box | [PersonPath22](https://amazon-science.github.io/tracking-dataset/personpath22.html) |
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| dancetrack | Dancers | Bounding Box | [DanceTrack](https://github.com/DanceTrack/DanceTrack?tab=readme-ov-file#dataset) |
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| bdd100k | Autonomous Driving | Bounding Box | [BDD100K](http://128.32.162.150/bdd100k/video_parts/) | Download only bdd100k_videos_train_00.zip |
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| uavdt | UAV | Bounding Box | [UAVDT](https://sites.google.com/view/grli-uavdt/%E9%A6%96%E9%A1%B5) |
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| seadrones | UAV | Bounding Box | [SeaDronesSee](https://seadronessee.cs.uni-tuebingen.de/dataset) | Use 'Multi-Object Tracking' |
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| Dataset | Category | Annotation Source | Download | Note |
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|---------|----------|-------------------|----------|------|
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| mose | General | Segmentation | <a href="https://huggingface.co/datasets/FudanCVL/MOSE" target="_blank">MOSE</a> | |
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data/APTv2/APTv2_point_tracks.parquet
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size 176722
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data/animaltrack/animaltrack_point_tracks.parquet
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size 1361350
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data/bdd100k/bdd100k_point_tracks.parquet
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data/bft/bft_point_tracks.parquet
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data/dancetrack/dancetrack_point_tracks.parquet
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data/mose/mose_point_tracks.parquet
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data/mosev2/mosev2_point_tracks.parquet
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data/mot2020/mot2020_point_tracks.parquet
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data/personpath22/personpath22_point_tracks.parquet
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data/sav/sav_point_tracks.parquet
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size 840809
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data/seadrones/seadrones_point_tracks.parquet
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data/soccernet/soccernet_point_tracks.parquet
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data/sportsmot/sportsmot_point_tracks.parquet
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data/teamtrack/teamtrack_point_tracks.parquet
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data/uavdt/uavdt_point_tracks.parquet
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data/vipseg/vipseg_point_tracks.parquet
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size 1495624
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