av2
Argoverse 2: Next generation datasets for self-driving perception and forecasting.
Science Score: 26.0%
This score indicates how likely this project is to be science-related based on various indicators:
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○CITATION.cff file
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✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
○DOI references
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○Academic publication links
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○Committers with academic emails
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○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (9.5%) to scientific vocabulary
Keywords
Repository
Argoverse 2: Next generation datasets for self-driving perception and forecasting.
Basic Info
- Host: GitHub
- Owner: argoverse
- License: mit
- Language: Python
- Default Branch: main
- Homepage: https://argoverse.github.io/user-guide/
- Size: 7.83 MB
Statistics
- Stars: 379
- Watchers: 12
- Forks: 86
- Open Issues: 22
- Releases: 8
Topics
Metadata Files
README.md
Argoverse 2
Official GitHub repository for the Argoverse 2 family of datasets.
Getting Started
Please see the Argoverse User Guide.
Supported Datasets
Argoverse 2 (AV2)
Trust, but Verify (TbV)
Supported Tasks
Argoverse 2 (AV2)
Citing
Please use the following citation when referencing the Argoverse 2 Sensor, Lidar, or Motion Forecasting Datasets:
BibTeX
@INPROCEEDINGS { Argoverse2,
author = {Benjamin Wilson and William Qi and Tanmay Agarwal and John Lambert and Jagjeet Singh and Siddhesh Khandelwal and Bowen Pan and Ratnesh Kumar and Andrew Hartnett and Jhony Kaesemodel Pontes and Deva Ramanan and Peter Carr and James Hays},
title = {Argoverse 2: Next Generation Datasets for Self-Driving Perception and Forecasting},
booktitle = {Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks (NeurIPS Datasets and Benchmarks 2021)},
year = {2021}
}
Use the following citation when referencing the Trust, but Verify Map Change Detection Dataset:
BibTeX
@INPROCEEDINGS { TrustButVerify,
author = {John Lambert and James Hays},
title = {Trust, but Verify: Cross-Modality Fusion for HD Map Change Detection},
booktitle = {Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks (NeurIPS Datasets and Benchmarks 2021)},
year = {2021}
}
Owner
- Name: Argoverse
- Login: argoverse
- Kind: organization
- Location: United States of America
- Website: www.argoverse.org
- Repositories: 2
- Profile: https://github.com/argoverse
Home of the Argoverse datasets.
GitHub Events
Total
- Issues event: 44
- Watch event: 57
- Issue comment event: 73
- Pull request review comment event: 8
- Pull request review event: 8
- Pull request event: 6
- Fork event: 8
Last Year
- Issues event: 44
- Watch event: 57
- Issue comment event: 73
- Pull request review comment event: 8
- Pull request review event: 8
- Pull request event: 6
- Fork event: 8
Committers
Last synced: over 3 years ago
All Time
- Total Commits: 38
- Total Committers: 4
- Avg Commits per committer: 9.5
- Development Distribution Score (DDS): 0.5
Top Committers
| Name | Commits | |
|---|---|---|
| Benjamin Wilson | b****n@u****m | 19 |
| johnlambert-argo | j****t@a****i | 9 |
| William Qi | w****i@a****i | 6 |
| senselessdev1 | j****4@g****m | 4 |
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: 10 months ago
All Time
- Total issues: 135
- Total pull requests: 87
- Average time to close issues: 2 months
- Average time to close pull requests: 25 days
- Total issue authors: 105
- Total pull request authors: 17
- Average comments per issue: 1.79
- Average comments per pull request: 0.23
- Merged pull requests: 59
- Bot issues: 0
- Bot pull requests: 4
Past Year
- Issues: 30
- Pull requests: 17
- Average time to close issues: 11 days
- Average time to close pull requests: 3 days
- Issue authors: 26
- Pull request authors: 5
- Average comments per issue: 0.9
- Average comments per pull request: 0.18
- Merged pull requests: 8
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- SM1991CODES (8)
- betterqiang (5)
- kingwmk (3)
- NoahWangc (3)
- ares89 (3)
- foolhard (3)
- Kin-Zhang (2)
- B0B8K1ng (2)
- EchoQiHeng (2)
- jaeaehun (2)
- dongcaiyin (2)
- bharilya (2)
- dongb5 (2)
- tobiasfshr (2)
- Youngtrue (2)
Pull Request Authors
- benjaminrwilson (50)
- CainanD (7)
- neeharperi (7)
- nchodosh (4)
- dependabot[bot] (4)
- Kin-Zhang (3)
- elkolbo (2)
- friendship1 (1)
- wqi (1)
- viktortnk (1)
- jhonykaesemodel (1)
- DuZzzs (1)
- Redrew (1)
- engyasin (1)
- kingwmk (1)
Top Labels
Issue Labels
Pull Request Labels
Packages
- Total packages: 1
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Total downloads:
- pypi 13,920 last-month
- Total docker downloads: 113
- Total dependent packages: 1
- Total dependent repositories: 2
- Total versions: 8
- Total maintainers: 2
pypi.org: av2
Argoverse 2: Next generation datasets for self-driving perception and forecasting.
- Homepage: https://github.com/argoverse/av2-api
- Documentation: https://av2.readthedocs.io/
- License: MIT License
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Latest release: 0.3.5
published about 1 year ago
Rankings
Maintainers (2)
Dependencies
- actions/checkout v3 composite
- conda-incubator/setup-miniconda v2 composite
- actions/checkout v3 composite
- actions/setup-python v4 composite
- dtolnay/rust-toolchain nightly composite
- psf/black 23.1.0 composite
- PyO3/maturin-action v1 composite
- actions/checkout v3 composite
- actions/download-artifact v3 composite
- actions/setup-python v4 composite
- actions/upload-artifact v3 composite
- 336 dependencies
- criterion 0.4 development
- anyhow 1.0.66
- argminmax 0.6.1
- bincode 1.3.3
- blas-src 0.8
- dirs 4.0.0
- env_logger 0.10.0
- glob 0.3.1
- ignore 0.4.20
- indicatif 0.17.3
- itertools 0.10.5
- log 0.4.17
- ndarray 0.15.6
- numpy 0.18.0
- once_cell 1.17.1
- openblas-src 0.10.8
- polars 0.28.0
- pyo3 0.18.3
- rand 0.8.5
- rand_distr 0.4.3
- rayon 1.7.0
- serde 1.0.160
- strum 0.24.1
- strum_macros 0.24.3
- av *
- click *
- joblib *
- kornia *
- matplotlib *
- nox *
- numba *
- numpy *
- opencv-python *
- pandas *
- polars *
- pyarrow *
- pyproj *
- rich *
- scipy *
- torch *
- tqdm *
- universal_pathlib *