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Deep Video Understanding (DVU) Dataset

The DVU dataset consists of 10 creative common movies for training and 4 creative common movies for testing used in the Deep Video Understanding grand challenges in 2020 and 2021. Total duration is about 17 hr.

About this Dataset

Updated: 2025-04-06
Metadata Last Updated: 2021-07-31 00:00:00
Date Created: N/A
Data Provided by:
Dataset Owner: N/A

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Table representation of structured data
Title Deep Video Understanding (DVU) Dataset
Description The DVU dataset consists of 10 creative common movies for training and 4 creative common movies for testing used in the Deep Video Understanding grand challenges in 2020 and 2021. Total duration is about 17 hr.
Modified 2021-07-31 00:00:00
Publisher Name National Institute of Standards and Technology
Contact mailto:[email protected]
Keywords Multimedia understanding , multimodal integration , artificial intelligence
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        "fn": "George Awad"
    },
    "programCode": [
        "006:045"
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    "landingPage": "https:\/\/data.nist.gov\/od\/id\/mds2-2558",
    "title": "Deep Video Understanding (DVU) Dataset",
    "description": "The DVU dataset consists of 10 creative common movies for training and 4 creative common movies for testing used in the Deep Video Understanding grand challenges in 2020 and 2021. Total duration is about 17 hr.",
    "language": [
        "en"
    ],
    "distribution": [
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            "accessURL": "https:\/\/www-nlpir.nist.gov\/projects\/trecvid\/dvu\/training\/",
            "format": "mp4, xml, json, png",
            "description": "Training dataset applied to DVU Grand Challenge at ACM Multimedia Grand Challenges of 2020, 2021 and ACM Multimedia Asia Grand Challenge of 2021.",
            "title": "DVU - Training Dataset"
        },
        {
            "accessURL": "https:\/\/www-nlpir.nist.gov\/projects\/trecvid\/dvu\/testing\/",
            "format": "mp4, xml, json",
            "description": "This is the testing dataset used in 2021 for the ACM MM Grand Challenge and ACM MM Asia Grand Challenge.",
            "title": "DVU - Testing Dataset"
        }
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    "modified": "2021-07-31 00:00:00",
    "publisher": {
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        "name": "National Institute of Standards and Technology"
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    "theme": [
        "Information Technology:Data and informatics"
    ],
    "keyword": [
        "Multimedia understanding",
        "multimodal integration",
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}