| ---
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| license: apache-2.0
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| tags:
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| - balanced
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| - heavy
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| - moderate
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| - progressive
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| - temporal
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| - text-tabular
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| - traffic
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| - weak-supervision
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| - webdataset
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| ---
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|
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| # prepare.py
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|
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| ## Dataset Summary
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| A **traffic** dataset with **text tabular** modality, stored in **webdataset** format.
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|
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| ## Preprocessing & Augmentation
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| - **Preprocessing**: progressive
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| - **Augmentation**: heavy
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|
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| ## Splits & Sampling
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| - **Split strategy**: temporal
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| - **Sampling**: balanced
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|
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| ## Quality & Labeling
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| - **Quality filtering**: moderate
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| - **Labeling**: weak supervision
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|
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| ## Files
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| - `prepare.py` — main artifact of this repository
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|
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| ## License
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| See the license field above.
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|
