Changes

On December 2, 2024 at 6:24:21 PM UTC, admin:
Set author of Kinetics-400 to Will Kay (previously Joao Carreira)
Updated description of Kinetics-400 from
Kinetics-400 is a large-scale action dataset containing approximately 300k videos categorized into 400 human action classes, used for pre-training self-supervised models.
to
Motion has shown to be useful for video understanding, where motion is typically represented by optical flow. However, computing flow from video frames is very time-consuming. Recent works directly leverage the motion vectors and residuals readily available in the compressed video to represent motion at no cost.
Added the following tags to Kinetics-400
Changed value of field defined_in to https://doi.org/10.48550/arXiv.2207.12859 in Kinetics-400
Changed value of field extra_authors to [{'extra_author': 'Joao Carreira', 'orcid': ''}, {'extra_author': 'Karen Simonyan', 'orcid': ''}, {'extra_author': 'Brian Zhang', 'orcid': ''}, {'extra_author': 'Chloe Hillier', 'orcid': ''}, {'extra_author': 'Sudheendra Vijayanarasimhan', 'orcid': ''}, {'extra_author': 'Fabio Viola', 'orcid': ''}, {'extra_author': 'Tim Green', 'orcid': ''}, {'extra_author': 'Trevor Back', 'orcid': ''}, {'extra_author': 'Paul Natsev', 'orcid': ''}] in Kinetics-400
Changed value of field citation to ['https://doi.org/10.1109/ASAP57973.2023.00030', 'https://doi.org/10.48550/arXiv.2201.08377', 'https://doi.org/10.48550/arXiv.2406.18011', 'https://doi.org/10.48550/arXiv.2003.04298', 'https://doi.org/10.48550/arXiv.2308.14843', 'https://doi.org/10.48550/arXiv.2210.05895', 'https://doi.org/10.48550/arXiv.2110.09075', 'https://doi.org/10.48550/arXiv.2304.10465', 'https://doi.org/10.48550/arXiv.2110.10348', 'https://doi.org/10.48550/arXiv.1901.03460', 'https://doi.org/10.48550/arXiv.2207.09067', 'https://doi.org/10.48550/arXiv.2212.03640', 'https://doi.org/10.48550/arXiv.2405.01337', 'https://doi.org/10.48550/arXiv.1906.03857', 'https://doi.org/10.48550/arXiv.2302.12252', 'https://doi.org/10.48550/arXiv.2104.00682', 'https://doi.org/10.48550/arXiv.1812.03982'] in Kinetics-400
Changed value of field landing_page to https://www.kinetics-dataset.org/ in Kinetics-400
Deleted resource Original Metadata from Kinetics-400
              
    
          
          
        
        
            f 1 { f 1 {
            2   "access_rights": "", 2   "access_rights": "",
            n 3   "author": "Joao Carreira", n 3   "author": "Will Kay",
            4   "author_email": "", 4   "author_email": "",
            n 5   "citation": [], n 5   "citation": [
            6     "https://doi.org/10.1109/ASAP57973.2023.00030",
            7     "https://doi.org/10.48550/arXiv.2201.08377",
            8     "https://doi.org/10.48550/arXiv.2406.18011",
            9     "https://doi.org/10.48550/arXiv.2003.04298",
            10     "https://doi.org/10.48550/arXiv.2308.14843",
            11     "https://doi.org/10.48550/arXiv.2210.05895",
            12     "https://doi.org/10.48550/arXiv.2110.09075",
            13     "https://doi.org/10.48550/arXiv.2304.10465",
            14     "https://doi.org/10.48550/arXiv.2110.10348",
            15     "https://doi.org/10.48550/arXiv.1901.03460",
            16     "https://doi.org/10.48550/arXiv.2207.09067",
            17     "https://doi.org/10.48550/arXiv.2212.03640",
            18     "https://doi.org/10.48550/arXiv.2405.01337",
            19     "https://doi.org/10.48550/arXiv.1906.03857",
            20     "https://doi.org/10.48550/arXiv.2302.12252",
            21     "https://doi.org/10.48550/arXiv.2104.00682",
            22     "https://doi.org/10.48550/arXiv.1812.03982"
            23   ],
            6   "creator_user_id": "17755db4-395a-4b3b-ac09-e8e3484ca700", 24   "creator_user_id": "17755db4-395a-4b3b-ac09-e8e3484ca700",
            n 7   "defined_in": "", n 25   "defined_in": "https://doi.org/10.48550/arXiv.2207.12859",
            8   "doi": "10.57702/y88acueb", 26   "doi": "10.57702/y88acueb",
            9   "doi_date_published": "2024-11-25", 27   "doi_date_published": "2024-11-25",
            10   "doi_publisher": "TIB", 28   "doi_publisher": "TIB",
            11   "doi_status": true, 29   "doi_status": true,
            12   "domain": "https://service.tib.eu/ldmservice", 30   "domain": "https://service.tib.eu/ldmservice",
            13   "extra_authors": [ 31   "extra_authors": [
            14     { 32     {
            n n 33       "extra_author": "Joao Carreira",
            34       "orcid": ""
            35     },
            36     {
            15       "extra_author": "Andrew Zisserman", 37       "extra_author": "Karen Simonyan",
            38       "orcid": ""
            39     },
            40     {
            41       "extra_author": "Brian Zhang",
            42       "orcid": ""
            43     },
            44     {
            45       "extra_author": "Chloe Hillier",
            46       "orcid": ""
            47     },
            48     {
            49       "extra_author": "Sudheendra Vijayanarasimhan",
            50       "orcid": ""
            51     },
            52     {
            53       "extra_author": "Fabio Viola",
            54       "orcid": ""
            55     },
            56     {
            57       "extra_author": "Tim Green",
            58       "orcid": ""
            59     },
            60     {
            61       "extra_author": "Trevor Back",
            62       "orcid": ""
            63     },
            64     {
            65       "extra_author": "Paul Natsev",
            16       "orcid": "" 66       "orcid": ""
            17     } 67     }
            18   ], 68   ],
            n 19   "groups": [], n 69   "groups": [
            70     {
            71       "description": "",
            72       "display_name": "Action Recognition",
            73       "id": "5b2d4f5c-80f9-49e1-8509-4df578ada808",
            74       "image_display_url": "",
            75       "name": "action-recognition",
            76       "title": "Action Recognition"
            77     },
            78     {
            79       "description": "",
            80       "display_name": "Human Action",
            81       "id": "73f6321c-a3a4-4cef-ab02-797843aa295f",
            82       "image_display_url": "",
            83       "name": "human-action",
            84       "title": "Human Action"
            85     },
            86     {
            87       "description": "",
            88       "display_name": "Human Action Recognition",
            89       "id": "7d8040a6-dae0-418d-9fec-83c0c3ae8d8c",
            90       "image_display_url": "",
            91       "name": "human-action-recognition",
            92       "title": "Human Action Recognition"
            93     },
            94     {
            95       "description": "",
            96       "display_name": "Human Activity Recognition",
            97       "id": "205f6581-c2bb-4c1b-beeb-16b690d65f24",
            98       "image_display_url": "",
            99       "name": "human-activity-recognition",
            100       "title": "Human Activity Recognition"
            101     },
            102     {
            103       "description": "",
            104       "display_name": "Video Action Recognition",
            105       "id": "8f09bae8-cfd1-4a40-9f3d-d8b1651d54fb",
            106       "image_display_url": "",
            107       "name": "video-action-recognition",
            108       "title": "Video Action Recognition"
            109     },
            110     {
            111       "description": "",
            112       "display_name": "Video Analysis",
            113       "id": "8c1b46e9-67b3-4346-8a53-29e9a00330de",
            114       "image_display_url": "",
            115       "name": "video-analysis",
            116       "title": "Video Analysis"
            117     },
            118     {
            119       "description": "",
            120       "display_name": "Video Classification",
            121       "id": "1b6daec6-75b6-4254-b646-3df8c5ba3b6c",
            122       "image_display_url": "",
            123       "name": "video-classification",
            124       "title": "Video Classification"
            125     },
            126     {
            127       "description": "",
            128       "display_name": "Video Recognition",
            129       "id": "b52acffa-abde-4cec-9e1a-3baa686ce93d",
            130       "image_display_url": "",
            131       "name": "video-recognition",
            132       "title": "Video Recognition"
            133     },
            134     {
            135       "description": "",
            136       "display_name": "Video Understanding",
            137       "id": "6d3726fb-0c27-436a-a164-717983183797",
            138       "image_display_url": "",
            139       "name": "video-understanding",
            140       "title": "Video Understanding"
            141     }
            142   ],
            20   "id": "1688e4f7-2ba8-48d2-a134-ff8a55aecfe7", 143   "id": "1688e4f7-2ba8-48d2-a134-ff8a55aecfe7",
            21   "isopen": false, 144   "isopen": false,
            n 22   "landing_page": "", n 145   "landing_page": "https://www.kinetics-dataset.org/",
            23   "license_title": null, 146   "license_title": null,
            24   "link_orkg": "", 147   "link_orkg": "",
            25   "metadata_created": "2024-11-25T14:48:15.775608", 148   "metadata_created": "2024-11-25T14:48:15.775608",
            n 26   "metadata_modified": "2024-11-25T14:48:16.144545", n 149   "metadata_modified": "2024-12-02T18:24:20.132089",
            27   "name": "kinetics-400", 150   "name": "kinetics-400",
            n 28   "notes": "Kinetics-400 is a large-scale action dataset containing  n 151   "notes": "Motion has shown to be useful for video understanding, 
            29 approximately 300k videos categorized into 400 human action classes,  152 where motion is typically represented by optical flow. However, 
            30 used for pre-training self-supervised models.", 153 computing flow from video frames is very time-consuming. Recent works 
            154 directly leverage the motion vectors and residuals readily available 
            155 in the compressed video to represent motion at no cost.",
            31   "num_resources": 1, 156   "num_resources": 0,
            32   "num_tags": 0, 157   "num_tags": 30,
            33   "organization": { 158   "organization": {
            34     "approval_status": "approved", 159     "approval_status": "approved",
            35     "created": "2024-11-25T12:11:38.292601", 160     "created": "2024-11-25T12:11:38.292601",
            36     "description": "", 161     "description": "",
            37     "id": "079d46db-32df-4b48-91f3-0a8bc8f69559", 162     "id": "079d46db-32df-4b48-91f3-0a8bc8f69559",
            38     "image_url": "", 163     "image_url": "",
            39     "is_organization": true, 164     "is_organization": true,
            40     "name": "no-organization", 165     "name": "no-organization",
            41     "state": "active", 166     "state": "active",
            42     "title": "No Organization", 167     "title": "No Organization",
            43     "type": "organization" 168     "type": "organization"
            44   }, 169   },
            45   "owner_org": "079d46db-32df-4b48-91f3-0a8bc8f69559", 170   "owner_org": "079d46db-32df-4b48-91f3-0a8bc8f69559",
            46   "private": false, 171   "private": false,
            47   "relationships_as_object": [], 172   "relationships_as_object": [],
            48   "relationships_as_subject": [], 173   "relationships_as_subject": [],
            n 49   "resources": [ n 174   "resources": [],
            50     { 175   "services_used_list": "",
            51       "cache_last_updated": null, 
            52       "cache_url": null, 
            53       "created": "2024-11-25T15:30:26", 
            54       "data": [ 
            55         "dcterms:title", 
            56         "dcterms:accessRights", 
            57         "dcterms:creator", 
            58         "dcterms:description", 
            59         "dcterms:issued", 
            60         "dcterms:language", 
            61         "dcterms:identifier", 
            62         "dcat:theme", 
            63         "dcterms:type", 
            64         "dcat:keyword", 
            65         "dcat:landingPage", 
            66         "dcterms:hasVersion", 
            67         "dcterms:format", 
            68         "mls:task" 
            69       ], 
            70       "description": "The json representation of the dataset with its  
            71 distributions based on DCAT.", 
            72       "format": "JSON", 
            73       "hash": "", 
            74       "id": "53e80910-2bee-4b47-ad0b-7ea516870cfb", 
            75       "last_modified": "2024-11-25T14:48:16.138363", 
            76       "metadata_modified": "2024-11-25T14:48:16.147286", 
            77       "mimetype": "application/json", 
            78       "mimetype_inner": null, 
            79       "name": "Original Metadata", 
            80       "package_id": "1688e4f7-2ba8-48d2-a134-ff8a55aecfe7", 
            81       "position": 0, 
            82       "resource_type": null, 
            83       "size": 679, 
            84       "state": "active", 176   "state": "active",
            85       "url":  177   "tags": [
            86 resource/53e80910-2bee-4b47-ad0b-7ea516870cfb/download/metadata.json", 178     {
            87       "url_type": "upload" 179       "display_name": "2D joints",
            180       "id": "0ecf76ab-943f-4d56-ae93-8b4c3d8d7fed",
            181       "name": "2D joints",
            182       "state": "active",
            183       "vocabulary_id": null
            184     },
            185     {
            186       "display_name": "Action",
            187       "id": "f69f473a-a354-4c7e-9184-70b7bbf4070f",
            188       "name": "Action",
            189       "state": "active",
            190       "vocabulary_id": null
            191     },
            192     {
            193       "display_name": "Action Recognition",
            194       "id": "400185a4-a218-4ac1-bad5-4e4809af85be",
            195       "name": "Action Recognition",
            196       "state": "active",
            197       "vocabulary_id": null
            198     },
            199     {
            200       "display_name": "Construction Workers",
            201       "id": "21aea15c-21be-481f-aceb-3cecc5109a3e",
            202       "name": "Construction Workers",
            203       "state": "active",
            204       "vocabulary_id": null
            205     },
            206     {
            207       "display_name": "Human Action",
            208       "id": "3aafbebc-c9a4-4abb-bb39-8b23106f3d0d",
            209       "name": "Human Action",
            210       "state": "active",
            211       "vocabulary_id": null
            212     },
            213     {
            214       "display_name": "Human Action Recognition",
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            216       "name": "Human Action Recognition",
            217       "state": "active",
            218       "vocabulary_id": null
            219     },
            220     {
            221       "display_name": "Human Activity Recognition",
            222       "id": "aa809626-db07-4579-a7d1-7ac1d089e47f",
            223       "name": "Human Activity Recognition",
            224       "state": "active",
            225       "vocabulary_id": null
            226     },
            227     {
            228       "display_name": "Kinetics-400",
            229       "id": "f8e4d9da-c030-4aeb-ac8b-f3f39fafcf5c",
            230       "name": "Kinetics-400",
            231       "state": "active",
            232       "vocabulary_id": null
            233     },
            234     {
            235       "display_name": "Machine Learning",
            236       "id": "c4f3defc-ca48-45a9-9217-ce35bd3ed73c",
            237       "name": "Machine Learning",
            238       "state": "active",
            239       "vocabulary_id": null
            240     },
            241     {
            242       "display_name": "Recognition",
            243       "id": "c194cb7f-7beb-4612-902c-85e86841c1e7",
            244       "name": "Recognition",
            245       "state": "active",
            246       "vocabulary_id": null
            247     },
            248     {
            249       "display_name": "Video",
            250       "id": "7d945dfc-6203-4ef8-8369-90704d7498ac",
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            252       "state": "active",
            253       "vocabulary_id": null
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            255     {
            256       "display_name": "Video Action Recognition",
            257       "id": "1188625b-bd41-4775-a585-b4850b5deb7b",
            258       "name": "Video Action Recognition",
            259       "state": "active",
            260       "vocabulary_id": null
            261     },
            262     {
            263       "display_name": "Video Analysis",
            264       "id": "3cb6ddd6-0134-4eff-95d8-75c960df9fdf",
            265       "name": "Video Analysis",
            266       "state": "active",
            267       "vocabulary_id": null
            268     },
            269     {
            270       "display_name": "Video Classification",
            271       "id": "0efdf60d-08ed-43fd-b284-3ae2e6890178",
            272       "name": "Video Classification",
            273       "state": "active",
            274       "vocabulary_id": null
            275     },
            276     {
            277       "display_name": "YouTube",
            278       "id": "f366eb95-4b7f-40df-9453-9e7cbc75da66",
            279       "name": "YouTube",
            280       "state": "active",
            281       "vocabulary_id": null
            282     },
            283     {
            284       "display_name": "action recognition",
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            286       "name": "action recognition",
            287       "state": "active",
            288       "vocabulary_id": null
            289     },
            290     {
            291       "display_name": "human action",
            292       "id": "0ae33193-db6f-4bf8-b3fa-49460e837095",
            293       "name": "human action",
            294       "state": "active",
            295       "vocabulary_id": null
            296     },
            297     {
            298       "display_name": "human action recognition",
            299       "id": "36b675b3-fa71-4e58-96df-8cdbedcea3fb",
            300       "name": "human action recognition",
            301       "state": "active",
            302       "vocabulary_id": null
            303     },
            304     {
            305       "display_name": "human actions",
            306       "id": "45e1ec97-a766-4e3f-94de-d671ccef83cc",
            307       "name": "human actions",
            308       "state": "active",
            309       "vocabulary_id": null
            310     },
            311     {
            312       "display_name": "human motion",
            313       "id": "2076e6b1-7e7f-4898-8aa9-a829f12c98c1",
            314       "name": "human motion",
            315       "state": "active",
            316       "vocabulary_id": null
            317     },
            318     {
            319       "display_name": "kinetics dataset",
            320       "id": "596ad24b-5679-4da4-90b0-49d501200f86",
            321       "name": "kinetics dataset",
            322       "state": "active",
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            324     },
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            335       "name": "single relation",
            336       "state": "active",
            337       "vocabulary_id": null
            338     },
            339     {
            340       "display_name": "video action recognition",
            341       "id": "eff3deec-aab5-46f8-8c72-8065bf05e170",
            342       "name": "video action recognition",
            343       "state": "active",
            344       "vocabulary_id": null
            345     },
            346     {
            347       "display_name": "video clips",
            348       "id": "ef1e2273-e8fe-4ccd-a7e6-a092289a2ebe",
            349       "name": "video clips",
            350       "state": "active",
            351       "vocabulary_id": null
            352     },
            353     {
            354       "display_name": "video dataset",
            355       "id": "1f8a670b-8cd5-4369-8cc1-06e5ff372d93",
            356       "name": "video dataset",
            357       "state": "active",
            358       "vocabulary_id": null
            359     },
            360     {
            361       "display_name": "video recognition",
            362       "id": "2a410bcc-573b-47d2-9679-0e8297ed6ffb",
            363       "name": "video recognition",
            364       "state": "active",
            365       "vocabulary_id": null
            366     },
            367     {
            368       "display_name": "video understanding",
            369       "id": "e34cac47-5fd3-4d0a-966f-164271539f6d",
            370       "name": "video understanding",
            371       "state": "active",
            372       "vocabulary_id": null
            373     },
            374     {
            375       "display_name": "videos",
            376       "id": "d90154fe-ddc2-48a5-ab6d-e11d704864a1",
            377       "name": "videos",
            378       "state": "active",
            379       "vocabulary_id": null
            380     },
            381     {
            382       "display_name": "zero-shot learning",
            383       "id": "a5085ccf-44ae-4bee-a51e-3fc7c7d9ac69",
            384       "name": "zero-shot learning",
            385       "state": "active",
            386       "vocabulary_id": null
            88     } 387     }
            89   ], 388   ],
            t 90   "services_used_list": "", t 
            91   "state": "active", 
            92   "tags": [], 
            93   "title": "Kinetics-400", 389   "title": "Kinetics-400",
            94   "type": "dataset", 390   "type": "dataset",
            95   "version": "" 391   "version": ""
            96 } 392 }