Changes

On December 2, 2024 at 5:39:11 PM UTC, admin:
Updated description of COCO from
The COCO dataset contains a collection of images with corresponding captions used for training image captioning models.
to
Large scale datasets [18, 17, 27, 6] boosted text conditional image generation quality. However, in some domains it could be difficult to make such datasets and usually it could be costly. Also, famous face datasets[7, 11, 13, 29] don’t have corresponding text captions, making it difficult to develop text conditional image generation models on these datasets.
Added the following tags to COCO
Changed value of field defined_in to https://doi.org/10.48550/arXiv.2207.09847 in COCO
Changed value of field citation to ['https://doi.org/10.48550/arXiv.2211.12110', 'https://doi.org/10.48550/arXiv.2401.04403', 'https://doi.org/10.48550/arXiv.2304.12161', 'https://doi.org/10.48550/arXiv.1608.05203', 'https://doi.org/10.48550/arXiv.2405.15321', 'https://doi.org/10.1145/3581783.3612260', 'https://doi.org/10.48550/arXiv.1612.01887', 'https://doi.org/10.48550/arXiv.2204.13971', 'https://doi.org/10.48550/arXiv.1705.02950', 'https://doi.org/10.48550/arXiv.2103.12731', 'https://doi.org/10.48550/arXiv.2012.06046', 'https://doi.org/10.48550/arXiv.1906.00513', 'https://doi.org/10.48550/arXiv.2205.02887', 'https://doi.org/10.48550/arXiv.2112.03857', 'https://doi.org/10.48550/arXiv.2405.08340', 'https://doi.org/10.48550/arXiv.2103.01795', 'https://doi.org/10.48550/arXiv.1910.11534', 'https://doi.org/10.48550/arXiv.2303.08360', 'https://doi.org/10.48550/arXiv.2003.04030', 'https://doi.org/10.1109/TMM.2022.3157481', 'https://doi.org/10.48550/arXiv.2312.06736', 'https://doi.org/10.48550/arXiv.1804.02009', 'https://doi.org/10.48550/arXiv.2205.14443', 'https://doi.org/10.48550/arXiv.2303.07868', 'https://doi.org/10.48550/arXiv.1912.10694', 'https://doi.org/10.48550/arXiv.1912.10615', 'https://doi.org/10.48550/arXiv.2104.07916', 'https://doi.org/10.48550/arXiv.2308.07545', 'https://doi.org/10.48550/arXiv.1612.02297', 'https://doi.org/10.48550/arXiv.2002.11262', 'https://doi.org/10.48550/arXiv.2003.05848', 'https://doi.org/10.48550/arXiv.2104.08918', 'https://doi.org/10.48550/arXiv.2311.17042', 'https://doi.org/10.48550/arXiv.2304.06718', 'https://doi.org/10.48550/arXiv.2202.02777', 'https://doi.org/10.48550/arXiv.2203.08764', 'https://doi.org/10.48550/arXiv.2312.14733', 'https://doi.org/10.48550/arXiv.2105.09719', 'https://doi.org/10.48550/arXiv.2102.04990', 'https://doi.org/10.48550/arXiv.2207.09949', 'https://doi.org/10.48550/arXiv.2403.01818', 'https://doi.org/10.48550/arXiv.2209.07735', 'https://doi.org/10.48550/arXiv.2406.05850', 'https://doi.org/10.48550/arXiv.2403.14944', 'https://doi.org/10.48550/arXiv.2106.14475', 'https://doi.org/10.1109/TMM.2022.3174405', 'https://doi.org/10.48550/arXiv.2210.04150', 'https://doi.org/10.48550/arXiv.2310.00527', 'https://doi.org/10.48550/arXiv.2209.07547', 'https://doi.org/10.48550/arXiv.2403.16677', 'https://doi.org/10.48550/arXiv.2311.08046', 'https://doi.org/10.48550/arXiv.2207.04186', 'https://doi.org/10.48550/arXiv.2301.03510', 'https://doi.org/10.48550/arXiv.2201.06696', 'https://doi.org/10.48550/arXiv.2303.09061', 'https://doi.org/10.48550/arXiv.2308.06394', 'https://doi.org/10.48550/arXiv.2007.15649', 'https://doi.org/10.48550/arXiv.2007.08617', 'https://doi.org/10.48550/arXiv.2210.09996', 'https://doi.org/10.48550/arXiv.2311.12068', 'https://doi.org/10.1109/TCSVT.2023.3288572', 'https://doi.org/10.48550/arXiv.2011.11675', 'https://doi.org/10.48550/arXiv.2112.01518', 'https://doi.org/10.48550/arXiv.2302.08453', 'https://doi.org/10.48550/arXiv.2311.14926', 'https://doi.org/10.48550/arXiv.2304.06966', 'https://doi.org/10.48550/arXiv.2403.04701', 'https://doi.org/10.48550/arXiv.2108.12384', 'https://doi.org/10.48550/arXiv.2311.05988', 'https://doi.org/10.48550/arXiv.1611.07709', 'https://doi.org/10.48550/arXiv.2107.08382', 'https://doi.org/10.48550/arXiv.1712.02310', 'https://doi.org/10.48550/arXiv.2305.11147', 'https://doi.org/10.48550/arXiv.2204.13101', 'https://doi.org/10.48550/arXiv.2308.06739', 'https://doi.org/10.48550/arXiv.1810.10665', 'https://doi.org/10.48550/arXiv.2304.14396', 'https://doi.org/10.48550/arXiv.2201.02052', 'https://doi.org/10.48550/arXiv.2203.15408', 'https://doi.org/10.48550/arXiv.2011.02172'] in COCO
Deleted resource Original Metadata from COCO
              
    
          
          
        
        
            f 1 { f 1 {
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            3   "author": "Tsung-Yi Lin", 3   "author": "Tsung-Yi Lin",
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            11   "doi_date_published": "2024-11-25", 90   "doi_date_published": "2024-11-25",
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            15   "extra_authors": [ 94   "extra_authors": [
            16     { 95     {
            17       "extra_author": "Michael Maire", 96       "extra_author": "Michael Maire",
            18       "orcid": "" 97       "orcid": ""
            19     }, 98     },
            20     { 99     {
            21       "extra_author": "Serge Belongie", 100       "extra_author": "Serge Belongie",
            22       "orcid": "" 101       "orcid": ""
            23     }, 102     },
            24     { 103     {
            25       "extra_author": "James Hays", 104       "extra_author": "James Hays",
            26       "orcid": "" 105       "orcid": ""
            27     }, 106     },
            28     { 107     {
            29       "extra_author": "Pietro Perona", 108       "extra_author": "Pietro Perona",
            30       "orcid": "" 109       "orcid": ""
            31     }, 110     },
            32     { 111     {
            33       "extra_author": "Deva Ramanan", 112       "extra_author": "Deva Ramanan",
            34       "orcid": "" 113       "orcid": ""
            35     }, 114     },
            36     { 115     {
            37       "extra_author": "Piotr Doll\u00e1r", 116       "extra_author": "Piotr Doll\u00e1r",
            38       "orcid": "" 117       "orcid": ""
            39     }, 118     },
            40     { 119     {
            41       "extra_author": "C Lawrence Zitnick", 120       "extra_author": "C Lawrence Zitnick",
            42       "orcid": "" 121       "orcid": ""
            43     } 122     }
            44   ], 123   ],
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            135       "display_name": "Action Recognition",
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            204     },
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            253     {
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            271       "display_name": "Natural Language Processing",
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            275       "title": "Natural Language Processing"
            276     },
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            284     },
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            292     },
            293     {
            294       "description": "",
            295       "display_name": "Panoptic Segmentation",
            296       "id": "ed54afe0-96ec-4512-8e3a-e9e8544318da",
            297       "image_display_url": "",
            298       "name": "panoptic-segmentation",
            299       "title": "Panoptic Segmentation"
            300     },
            301     {
            302       "description": "",
            303       "display_name": "Pose Estimation",
            304       "id": "6aa88bf7-744b-447b-9222-a360d7ac413d",
            305       "image_display_url": "",
            306       "name": "pose-estimation",
            307       "title": "Pose Estimation"
            308     },
            309     {
            310       "description": "",
            311       "display_name": "Semantic Segmentation",
            312       "id": "8c3f2eee-f5f9-464d-9c0a-1a5e7a925c0e",
            313       "image_display_url": "",
            314       "name": "semantic-segmentation",
            315       "title": "Semantic Segmentation"
            316     },
            317     {
            318       "description": "",
            319       "display_name": "Text-to-Image Generation",
            320       "id": "ab1f94b9-0eb3-49c0-9b24-b6a4eaefbc90",
            321       "image_display_url": "",
            322       "name": "text-to-image-generation",
            323       "title": "Text-to-Image Generation"
            324     }
            325   ],
            46   "id": "4d7fdf06-2e9e-4b9a-9816-8349eaafae01", 326   "id": "4d7fdf06-2e9e-4b9a-9816-8349eaafae01",
            47   "isopen": false, 327   "isopen": false,
            48   "landing_page": "https://cocodataset.org/", 328   "landing_page": "https://cocodataset.org/",
            49   "license_title": null, 329   "license_title": null,
            50   "link_orkg": "", 330   "link_orkg": "",
            51   "metadata_created": "2024-11-25T14:46:54.169530", 331   "metadata_created": "2024-11-25T14:46:54.169530",
            n 52   "metadata_modified": "2024-11-25T14:46:54.522174", n 332   "metadata_modified": "2024-12-02T17:39:10.051228",
            53   "name": "coco", 333   "name": "coco",
            n 54   "notes": "The COCO dataset contains a collection of images with  n 334   "notes": "Large scale datasets [18, 17, 27, 6] boosted text 
            55 corresponding captions used for training image captioning models.", 335 conditional image generation quality. However, in some domains it 
            336 could be difficult to make such datasets and usually it could be 
            337 costly. Also, famous face datasets[7, 11, 13, 29] don\u2019t have 
            338 corresponding text captions, making it difficult to develop text 
            339 conditional image generation models on these datasets.",
            56   "num_resources": 1, 340   "num_resources": 0,
            57   "num_tags": 0, 341   "num_tags": 90,
            58   "organization": { 342   "organization": {
            59     "approval_status": "approved", 343     "approval_status": "approved",
            60     "created": "2024-11-25T12:11:38.292601", 344     "created": "2024-11-25T12:11:38.292601",
            61     "description": "", 345     "description": "",
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            63     "image_url": "", 347     "image_url": "",
            64     "is_organization": true, 348     "is_organization": true,
            65     "name": "no-organization", 349     "name": "no-organization",
            66     "state": "active", 350     "state": "active",
            67     "title": "No Organization", 351     "title": "No Organization",
            68     "type": "organization" 352     "type": "organization"
            69   }, 353   },
            70   "owner_org": "079d46db-32df-4b48-91f3-0a8bc8f69559", 354   "owner_org": "079d46db-32df-4b48-91f3-0a8bc8f69559",
            71   "private": false, 355   "private": false,
            72   "relationships_as_object": [], 356   "relationships_as_object": [],
            73   "relationships_as_subject": [], 357   "relationships_as_subject": [],
            n 74   "resources": [ n 358   "resources": [],
            75     { 359   "services_used_list": "",
            76       "cache_last_updated": null, 
            77       "cache_url": null, 
            78       "created": "2024-11-25T15:30:26", 
            79       "data": [ 
            80         "dcterms:title", 
            81         "dcterms:accessRights", 
            82         "dcterms:creator", 
            83         "dcterms:description", 
            84         "dcterms:issued", 
            85         "dcterms:language", 
            86         "dcterms:identifier", 
            87         "dcat:theme", 
            88         "dcterms:type", 
            89         "dcat:keyword", 
            90         "dcat:landingPage", 
            91         "dcterms:hasVersion", 
            92         "dcterms:format", 
            93         "mls:task", 
            94         "datacite:isDescribedBy" 
            95       ], 
            96       "description": "The json representation of the dataset with its  
            97 distributions based on DCAT.", 
            98       "format": "JSON", 
            99       "hash": "", 
            100       "id": "691db58c-5283-465e-a2a5-46fd687d2b05", 
            101       "last_modified": "2024-11-25T14:46:54.515619", 
            102       "metadata_modified": "2024-11-25T14:46:54.525234", 
            103       "mimetype": "application/json", 
            104       "mimetype_inner": null, 
            105       "name": "Original Metadata", 
            106       "package_id": "4d7fdf06-2e9e-4b9a-9816-8349eaafae01", 
            107       "position": 0, 
            108       "resource_type": null, 
            109       "size": 966, 
            110       "state": "active", 360   "state": "active",
            111       "url":  361   "tags": [
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            113       "url_type": "upload" 363       "display_name": "3D reconstruction",
            364       "id": "0004a2f2-abb9-4633-ae9b-500f9d6f21f8",
            365       "name": "3D reconstruction",
            366       "state": "active",
            367       "vocabulary_id": null
            368     },
            369     {
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            372       "name": "3D scene understanding",
            373       "state": "active",
            374       "vocabulary_id": null
            375     },
            376     {
            377       "display_name": "Action Recognition",
            378       "id": "400185a4-a218-4ac1-bad5-4e4809af85be",
            379       "name": "Action Recognition",
            380       "state": "active",
            381       "vocabulary_id": null
            382     },
            383     {
            384       "display_name": "Benchmark",
            385       "id": "70474eb4-f8bf-42f1-bf26-7511d4f3356c",
            386       "name": "Benchmark",
            387       "state": "active",
            388       "vocabulary_id": null
            389     },
            390     {
            391       "display_name": "COCO",
            392       "id": "892a6596-c332-4778-b0bb-a1d1046c3cb8",
            393       "name": "COCO",
            394       "state": "active",
            395       "vocabulary_id": null
            396     },
            397     {
            398       "display_name": "COCO dataset",
            399       "id": "d3e1175b-c887-4a04-a77b-8ebe58dd7bd6",
            400       "name": "COCO dataset",
            401       "state": "active",
            402       "vocabulary_id": null
            403     },
            404     {
            405       "display_name": "Computer Vision",
            406       "id": "77b96eda-8a43-406f-9c54-d87b14f3f63e",
            407       "name": "Computer Vision",
            408       "state": "active",
            409       "vocabulary_id": null
            410     },
            411     {
            412       "display_name": "Convolutional Neural Networks",
            413       "id": "a167095b-f2a5-4c27-8f27-c413611cc4ee",
            414       "name": "Convolutional Neural Networks",
            415       "state": "active",
            416       "vocabulary_id": null
            417     },
            418     {
            419       "display_name": "Dataset",
            420       "id": "81587eb2-9569-4a4b-83c8-0e2ac78e7e3b",
            421       "name": "Dataset",
            422       "state": "active",
            423       "vocabulary_id": null
            424     },
            425     {
            426       "display_name": "Deep Learning",
            427       "id": "3feb7b21-e049-4dca-9372-0d438c483f6a",
            428       "name": "Deep Learning",
            429       "state": "active",
            430       "vocabulary_id": null
            431     },
            432     {
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            434       "id": "0a1e40c9-2571-474a-ae08-794f6233e3a4",
            435       "name": "Detection",
            436       "state": "active",
            437       "vocabulary_id": null
            438     },
            439     {
            440       "display_name": "Human Pose Estimation",
            441       "id": "b8602e02-d7e3-4cd0-ad85-ba9ee8c2ad9d",
            442       "name": "Human Pose Estimation",
            443       "state": "active",
            444       "vocabulary_id": null
            445     },
            446     {
            447       "display_name": "Image",
            448       "id": "ca701146-4139-43fe-a114-4f31ab3d20a1",
            449       "name": "Image",
            450       "state": "active",
            451       "vocabulary_id": null
            452     },
            453     {
            454       "display_name": "Image Annotation",
            455       "id": "947c52a0-48f9-4c5f-a18c-ef0985861a9a",
            456       "name": "Image Annotation",
            457       "state": "active",
            458       "vocabulary_id": null
            459     },
            460     {
            461       "display_name": "Image Captioning",
            462       "id": "c708cba4-0a1f-45c9-826f-898857783343",
            463       "name": "Image Captioning",
            464       "state": "active",
            465       "vocabulary_id": null
            466     },
            467     {
            468       "display_name": "Image Classification",
            469       "id": "418e2ddf-a1d3-42ac-ad05-156f79ca8e22",
            470       "name": "Image Classification",
            471       "state": "active",
            472       "vocabulary_id": null
            473     },
            474     {
            475       "display_name": "Image Description",
            476       "id": "d3ef3b7e-c8b4-4a5e-be62-11eed53a5567",
            477       "name": "Image Description",
            478       "state": "active",
            479       "vocabulary_id": null
            480     },
            481     {
            482       "display_name": "Image Inpainting",
            483       "id": "249891df-eff1-4cdc-ae40-d072914fe081",
            484       "name": "Image Inpainting",
            485       "state": "active",
            486       "vocabulary_id": null
            487     },
            488     {
            489       "display_name": "Image Processing",
            490       "id": "38ebd60e-fd40-4275-a9d3-490f287011d6",
            491       "name": "Image Processing",
            492       "state": "active",
            493       "vocabulary_id": null
            494     },
            495     {
            496       "display_name": "Image Recognition",
            497       "id": "2cc216cd-24af-483e-8e50-6fcd86cf89ac",
            498       "name": "Image Recognition",
            499       "state": "active",
            500       "vocabulary_id": null
            501     },
            502     {
            503       "display_name": "Image Segmentation",
            504       "id": "f5603951-aef2-4539-8066-15e72f32271b",
            505       "name": "Image Segmentation",
            506       "state": "active",
            507       "vocabulary_id": null
            508     },
            509     {
            510       "display_name": "Image Synthesis",
            511       "id": "8977f03a-9e9f-411c-8e92-d17f6dc7a823",
            512       "name": "Image Synthesis",
            513       "state": "active",
            514       "vocabulary_id": null
            515     },
            516     {
            517       "display_name": "Image Understanding",
            518       "id": "8e701962-c4ee-4b50-804b-320be8e52cf2",
            519       "name": "Image Understanding",
            520       "state": "active",
            521       "vocabulary_id": null
            522     },
            523     {
            524       "display_name": "Image classification",
            525       "id": "786db19f-59bd-48ee-96c8-dfff6df61746",
            526       "name": "Image classification",
            527       "state": "active",
            528       "vocabulary_id": null
            529     },
            530     {
            531       "display_name": "Instance Segmentation",
            532       "id": "b58d8dfe-1216-401d-8a2a-ceb09e07a013",
            533       "name": "Instance Segmentation",
            534       "state": "active",
            535       "vocabulary_id": null
            536     },
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            544     {
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            683     },
            684     {
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            687       "name": "context",
            688       "state": "active",
            689       "vocabulary_id": null
            690     },
            691     {
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            694       "name": "dataset",
            695       "state": "active",
            696       "vocabulary_id": null
            697     },
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            704     },
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            709       "state": "active",
            710       "vocabulary_id": null
            711     },
            712     {
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            717       "vocabulary_id": null
            718     },
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            723       "state": "active",
            724       "vocabulary_id": null
            725     },
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            728       "id": "e594d800-cb42-44f6-84fa-ae2e0fc25987",
            729       "name": "human body",
            730       "state": "active",
            731       "vocabulary_id": null
            732     },
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            738       "vocabulary_id": null
            739     },
            740     {
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            746     },
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            751       "state": "active",
            752       "vocabulary_id": null
            753     },
            754     {
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            758       "state": "active",
            759       "vocabulary_id": null
            760     },
            761     {
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            763       "id": "34936550-ce1a-41b5-8c58-23081a6c673d",
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            765       "state": "active",
            766       "vocabulary_id": null
            767     },
            768     {
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            771       "name": "image dataset",
            772       "state": "active",
            773       "vocabulary_id": null
            774     },
            775     {
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            777       "id": "96df81b4-32fd-4826-a903-affb005a0a60",
            778       "name": "image generation",
            779       "state": "active",
            780       "vocabulary_id": null
            781     },
            782     {
            783       "display_name": "image retrieval",
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            785       "name": "image retrieval",
            786       "state": "active",
            787       "vocabulary_id": null
            788     },
            789     {
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            792       "name": "image segmentation",
            793       "state": "active",
            794       "vocabulary_id": null
            795     },
            796     {
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            799       "name": "image understanding",
            800       "state": "active",
            801       "vocabulary_id": null
            802     },
            803     {
            804       "display_name": "images",
            805       "id": "40152090-cbbf-4339-b7d3-f14b68cb7621",
            806       "name": "images",
            807       "state": "active",
            808       "vocabulary_id": null
            809     },
            810     {
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            813       "name": "instance segmentation",
            814       "state": "active",
            815       "vocabulary_id": null
            816     },
            817     {
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            820       "name": "instance-aware",
            821       "state": "active",
            822       "vocabulary_id": null
            823     },
            824     {
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            827       "name": "keypoints",
            828       "state": "active",
            829       "vocabulary_id": null
            830     },
            831     {
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            834       "name": "language model",
            835       "state": "active",
            836       "vocabulary_id": null
            837     },
            838     {
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            842       "state": "active",
            843       "vocabulary_id": null
            844     },
            845     {
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            849       "state": "active",
            850       "vocabulary_id": null
            851     },
            852     {
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            855       "name": "large-scale dataset",
            856       "state": "active",
            857       "vocabulary_id": null
            858     },
            859     {
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            862       "name": "multimodal",
            863       "state": "active",
            864       "vocabulary_id": null
            865     },
            866     {
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            870       "state": "active",
            871       "vocabulary_id": null
            872     },
            873     {
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            878       "vocabulary_id": null
            879     },
            880     {
            881       "display_name": "object detection",
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            883       "name": "object detection",
            884       "state": "active",
            885       "vocabulary_id": null
            886     },
            887     {
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            892       "vocabulary_id": null
            893     },
            894     {
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            899       "vocabulary_id": null
            900     },
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            907     },
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            913       "vocabulary_id": null
            914     },
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            921     },
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            928     },
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            934       "vocabulary_id": null
            935     },
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            941       "vocabulary_id": null
            942     },
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            948       "vocabulary_id": null
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            950     {
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            954       "state": "active",
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            956     },
            957     {
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            970     },
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            976       "vocabulary_id": null
            977     },
            978     {
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            983       "vocabulary_id": null
            984     },
            985     {
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            987       "id": "0ca90ad1-2d6f-494c-9a77-533d801fb059",
            988       "name": "watermarking",
            989       "state": "active",
            990       "vocabulary_id": null
            114     } 991     }
            115   ], 992   ],
            t 116   "services_used_list": "", t 
            117   "state": "active", 
            118   "tags": [], 
            119   "title": "COCO", 993   "title": "COCO",
            120   "type": "dataset", 994   "type": "dataset",
            121   "version": "" 995   "version": ""
            122 } 996 }