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- W4386977323 abstract "Generative AI workflows heavily rely on data-centric tasks - such as filtering samples by annotation fields, vector distances, or scores produced by custom classifiers. At the same time, computer vision datasets are quickly approaching petabyte volumes, rendering data wrangling difficult. In addition, the iterative nature of data preparation necessitates robust dataset sharing and versioning mechanisms, both of which are hard to implement ad-hoc. To solve these challenges, we propose a dataset factory approach that separates the storage and processing of samples from metadata and enables data-centric operations at scale for machine learning teams and individual researchers." @default.
- W4386977323 created "2023-09-23" @default.
- W4386977323 creator A5005386418 @default.
- W4386977323 creator A5064736500 @default.
- W4386977323 date "2023-09-20" @default.
- W4386977323 modified "2023-10-18" @default.
- W4386977323 title "Dataset Factory: A Toolchain For Generative Computer Vision Datasets" @default.
- W4386977323 doi "https://doi.org/10.48550/arxiv.2309.11608" @default.
- W4386977323 hasPublicationYear "2023" @default.
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