Changes

On December 2, 2024 at 5:49:13 PM UTC, admin:
Changed title to MS-COCO (previously MS COCO)
Set author of MS-COCO to Kun. Zhang (previously Jiafeng Mao)
Updated description of MS-COCO from
MS COCO contains 80 object categories. Experimentally, a subset of the original large-scale is evaluated, which contain 39,107 (40 classes) training samples, 5,895 validation samples (20 classes) and 9,763 testing samples (20 classes).
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.
Removed the following tags from MS-COCO
Added the following tags to MS-COCO
Changed value of field defined_in to https://doi.org/10.48550/arXiv.1812.02378 in MS-COCO
Changed value of field extra_authors to [{'extra_author': 'Peng He', 'orcid': ''}, {'extra_author': 'Ping Yao', 'orcid': ''}, {'extra_author': 'Ge Chen', 'orcid': ''}, {'extra_author': 'Rui Wu', 'orcid': ''}, {'extra_author': 'Min Du', 'orcid': ''}, {'extra_author': 'Huimin Li', 'orcid': ''}, {'extra_author': 'Li Fu', 'orcid': ''}, {'extra_author': 'Tianyao Zheng', 'orcid': ''}] in MS-COCO
Changed value of field citation to ['https://doi.org/10.48550/arXiv.2403.14944', 'https://doi.org/10.1609/aaai.v38i5.28227', 'https://doi.org/10.48550/arXiv.2406.11100', 'https://doi.org/10.1109/TIP.2021.3088605', 'https://doi.org/10.48550/arXiv.2002.08510', 'https://doi.org/10.48550/arXiv.1909.02622', 'https://doi.org/10.48550/arXiv.2212.10431', 'https://doi.org/10.48550/arXiv.1808.04537', 'https://doi.org/10.48550/arXiv.2307.15710', 'https://doi.org/10.48550/arXiv.1908.03675', 'https://doi.org/10.48550/arXiv.1612.03557', 'https://doi.org/10.48550/arXiv.1810.04101', 'https://doi.org/10.48550/arXiv.2303.12419', 'https://doi.org/10.48550/arXiv.2306.16805', 'https://doi.org/10.48550/arXiv.1802.09129', 'https://doi.org/10.48550/arXiv.2202.05451', 'https://doi.org/10.48550/arXiv.2305.04170', 'https://doi.org/10.48550/arXiv.2010.11686', 'https://doi.org/10.48550/arXiv.2407.12291', 'https://doi.org/10.48550/arXiv.2312.03517', 'https://doi.org/10.48550/arXiv.2305.11213', 'https://doi.org/10.48550/arXiv.2208.04060', 'https://doi.org/10.48550/arXiv.1711.08174', 'https://doi.org/10.48550/arXiv.2108.02456', 'https://doi.org/10.48550/arXiv.2305.01586', 'https://doi.org/10.48550/arXiv.2208.06140', 'https://doi.org/10.48550/arXiv.2009.14119', 'https://doi.org/10.48550/arXiv.2011.00869', 'https://doi.org/10.48550/arXiv.2203.15859', 'https://doi.org/10.48550/arXiv.2106.06509', 'https://doi.org/10.1007/978-3-030-69535-4_7', 'https://doi.org/10.48550/arXiv.2306.04744', 'https://doi.org/10.48550/arXiv.2405.11574', 'https://doi.org/10.48550/arXiv.2303.08360', 'https://doi.org/10.1109/TPAMI.2021.3121705', 'https://doi.org/10.48550/arXiv.2204.08945', 'https://doi.org/10.48550/arXiv.2301.10051'] in MS-COCO
Deleted resource Original Metadata from MS-COCO
              
    
          
          
        
        
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            42   "doi_date_published": "2024-11-25", 47   "doi_date_published": "2024-11-25",
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            47     { 52     {
            n n 53       "extra_author": "Peng He",
            54       "orcid": ""
            55     },
            56     {
            48       "extra_author": "Xueting Wang", 57       "extra_author": "Ping Yao",
            58       "orcid": ""
            59     },
            60     {
            61       "extra_author": "Ge Chen",
            62       "orcid": ""
            63     },
            64     {
            65       "extra_author": "Rui Wu",
            66       "orcid": ""
            67     },
            68     {
            69       "extra_author": "Min Du",
            70       "orcid": ""
            71     },
            72     {
            73       "extra_author": "Huimin Li",
            74       "orcid": ""
            75     },
            76     {
            77       "extra_author": "Li Fu",
            78       "orcid": ""
            79     },
            80     {
            81       "extra_author": "Tianyao Zheng",
            49       "orcid": "" 82       "orcid": ""
            50     } 83     }
            51   ], 84   ],
            52   "groups": [ 85   "groups": [
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            131       "title": "Object Detection" 212       "title": "Object Detection"
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            133     { 214     {
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            139       "title": "Object Segmentation" 220       "title": "Semantic Compression"
            140     }, 221     },
            141     { 222     {
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            145       "image_display_url": "", 226       "image_display_url": "",
            146       "name": "semantic-segmentation", 227       "name": "semantic-segmentation",
            147       "title": "Semantic Segmentation" 228       "title": "Semantic Segmentation"
            148     }, 229     },
            149     { 230     {
            150       "description": "", 231       "description": "",
            n 151       "display_name": "Text understanding", n 232       "display_name": "Text-to-3D Generation",
            152       "id": "45b4dd88-87d9-45de-bc51-fb07fe10880d", 233       "id": "061d2d90-85de-40e4-88e5-b707757a8ce3",
            153       "image_display_url": "", 234       "image_display_url": "",
            n 154       "name": "text-understanding", n 235       "name": "text-to-3d-generation",
            155       "title": "Text understanding" 236       "title": "Text-to-3D Generation"
            156     }, 237     },
            157     { 238     {
            158       "description": "", 239       "description": "",
            159       "display_name": "Visual Question Answering", 240       "display_name": "Visual Question Answering",
            160       "id": "e15f82e8-481e-43a8-8a39-d6e0751ace6c", 241       "id": "e15f82e8-481e-43a8-8a39-d6e0751ace6c",
            161       "image_display_url": "", 242       "image_display_url": "",
            162       "name": "visual-question-answering", 243       "name": "visual-question-answering",
            163       "title": "Visual Question Answering" 244       "title": "Visual Question Answering"
            164     } 245     }
            165   ], 246   ],
            166   "id": "79c51e3f-0168-45ce-a3f5-8e125e33295b", 247   "id": "79c51e3f-0168-45ce-a3f5-8e125e33295b",
            167   "isopen": false, 248   "isopen": false,
            168   "landing_page": "https://cocodataset.org/", 249   "landing_page": "https://cocodataset.org/",
            169   "license_title": null, 250   "license_title": null,
            170   "link_orkg": "", 251   "link_orkg": "",
            171   "metadata_created": "2024-11-25T14:44:47.163362", 252   "metadata_created": "2024-11-25T14:44:47.163362",
            n 172   "metadata_modified": "2024-12-02T17:42:12.725790", n 253   "metadata_modified": "2024-12-02T17:49:12.203135",
            173   "name": "ms-coco", 254   "name": "ms-coco",
            n 174   "notes": "MS COCO contains 80 object categories. Experimentally, a  n 255   "notes": "Large scale datasets [18, 17, 27, 6] boosted text 
            175 subset of the original large-scale is evaluated, which contain 39,107  256 conditional image generation quality. However, in some domains it 
            176 (40 classes) training samples, 5,895 validation samples (20 classes)  257 could be difficult to make such datasets and usually it could be 
            177 and 9,763 testing samples (20 classes).", 258 costly. Also, famous face datasets[7, 11, 13, 29] don\u2019t have 
            259 corresponding text captions, making it difficult to develop text 
            260 conditional image generation models on these datasets.",
            178   "num_resources": 1, 261   "num_resources": 0,
            179   "num_tags": 53, 262   "num_tags": 73,
            180   "organization": { 263   "organization": {
            181     "approval_status": "approved", 264     "approval_status": "approved",
            182     "created": "2024-11-25T12:11:38.292601", 265     "created": "2024-11-25T12:11:38.292601",
            183     "description": "", 266     "description": "",
            184     "id": "079d46db-32df-4b48-91f3-0a8bc8f69559", 267     "id": "079d46db-32df-4b48-91f3-0a8bc8f69559",
            185     "image_url": "", 268     "image_url": "",
            186     "is_organization": true, 269     "is_organization": true,
            187     "name": "no-organization", 270     "name": "no-organization",
            188     "state": "active", 271     "state": "active",
            189     "title": "No Organization", 272     "title": "No Organization",
            190     "type": "organization" 273     "type": "organization"
            191   }, 274   },
            192   "owner_org": "079d46db-32df-4b48-91f3-0a8bc8f69559", 275   "owner_org": "079d46db-32df-4b48-91f3-0a8bc8f69559",
            193   "private": false, 276   "private": false,
            194   "relationships_as_object": [], 277   "relationships_as_object": [],
            195   "relationships_as_subject": [], 278   "relationships_as_subject": [],
            n 196   "resources": [ n 279   "resources": [],
            197     { 
            198       "cache_last_updated": null, 
            199       "cache_url": null, 
            200       "created": "2024-12-02T18:38:42", 
            201       "data": [ 
            202         "dcterms:title", 
            203         "dcterms:accessRights", 
            204         "dcterms:creator", 
            205         "dcterms:description", 
            206         "dcterms:issued", 
            207         "dcterms:language", 
            208         "dcterms:identifier", 
            209         "dcat:theme", 
            210         "dcterms:type", 
            211         "dcat:keyword", 
            212         "dcat:landingPage", 
            213         "dcterms:hasVersion", 
            214         "dcterms:format", 
            215         "mls:task", 
            216         "datacite:isDescribedBy" 
            217       ], 
            218       "description": "The json representation of the dataset with its  
            219 distributions based on DCAT.", 
            220       "format": "JSON", 
            221       "hash": "", 
            222       "id": "6ae4257b-d239-48d7-b954-d1c9e9bbb360", 
            223       "last_modified": "2024-12-02T17:42:12.711857", 
            224       "metadata_modified": "2024-12-02T17:42:12.728881", 
            225       "mimetype": "application/json", 
            226       "mimetype_inner": null, 
            227       "name": "Original Metadata", 
            228       "package_id": "79c51e3f-0168-45ce-a3f5-8e125e33295b", 
            229       "position": 0, 
            230       "resource_type": null, 
            231       "size": 3472, 
            232       "state": "active", 
            233       "url":  
            234 resource/6ae4257b-d239-48d7-b954-d1c9e9bbb360/download/metadata.json", 
            235       "url_type": "upload" 
            236     } 
            237   ], 
            238   "services_used_list": "", 280   "services_used_list": "",
            239   "state": "active", 281   "state": "active",
            240   "tags": [ 282   "tags": [
            241     { 283     {
            n 242       "display_name": "80 Classes", n 
            243       "id": "ae0598d9-c996-424a-8fef-40ac603d82aa", 
            244       "name": "80 Classes", 
            245       "state": "active", 
            246       "vocabulary_id": null 
            247     }, 
            248     { 
            249       "display_name": "COCO", 284       "display_name": "COCO",
            250       "id": "892a6596-c332-4778-b0bb-a1d1046c3cb8", 285       "id": "892a6596-c332-4778-b0bb-a1d1046c3cb8",
            251       "name": "COCO", 286       "name": "COCO",
            252       "state": "active", 287       "state": "active",
            253       "vocabulary_id": null 288       "vocabulary_id": null
            254     }, 289     },
            255     { 290     {
            n 256       "display_name": "COCO dataset", n 
            257       "id": "d3e1175b-c887-4a04-a77b-8ebe58dd7bd6", 
            258       "name": "COCO dataset", 
            259       "state": "active", 
            260       "vocabulary_id": null 
            261     }, 
            262     { 
            263       "display_name": "Computer Vision", 
            264       "id": "77b96eda-8a43-406f-9c54-d87b14f3f63e", 
            265       "name": "Computer Vision", 
            266       "state": "active", 
            267       "vocabulary_id": null 
            268     }, 
            269     { 
            270       "display_name": "Convolutional Neural Networks", 291       "display_name": "Convolutional Neural Networks",
            271       "id": "a167095b-f2a5-4c27-8f27-c413611cc4ee", 292       "id": "a167095b-f2a5-4c27-8f27-c413611cc4ee",
            272       "name": "Convolutional Neural Networks", 293       "name": "Convolutional Neural Networks",
            273       "state": "active", 294       "state": "active",
            274       "vocabulary_id": null 295       "vocabulary_id": null
            275     }, 296     },
            276     { 297     {
            n 277       "display_name": "Deep Learning", n 
            278       "id": "3feb7b21-e049-4dca-9372-0d438c483f6a", 
            279       "name": "Deep Learning", 
            280       "state": "active", 
            281       "vocabulary_id": null 
            282     }, 
            283     { 
            284       "display_name": "Depth Estimation", 
            285       "id": "559df65c-baac-4373-9e7e-6732051e61ec", 
            286       "name": "Depth Estimation", 
            287       "state": "active", 
            288       "vocabulary_id": null 
            289     }, 
            290     { 
            291       "display_name": "Detection", 298       "display_name": "Dataset",
            292       "id": "0a1e40c9-2571-474a-ae08-794f6233e3a4", 299       "id": "81587eb2-9569-4a4b-83c8-0e2ac78e7e3b",
            293       "name": "Detection", 300       "name": "Dataset",
            294       "state": "active", 301       "state": "active",
            295       "vocabulary_id": null 302       "vocabulary_id": null
            296     }, 303     },
            297     { 304     {
            n 298       "display_name": "Human Pose Estimation", n 305       "display_name": "Image",
            299       "id": "b8602e02-d7e3-4cd0-ad85-ba9ee8c2ad9d", 306       "id": "ca701146-4139-43fe-a114-4f31ab3d20a1",
            300       "name": "Human Pose Estimation", 307       "name": "Image",
            301       "state": "active", 308       "state": "active",
            302       "vocabulary_id": null 309       "vocabulary_id": null
            303     }, 310     },
            304     { 311     {
            305       "display_name": "Image Captioning", 312       "display_name": "Image Captioning",
            306       "id": "c708cba4-0a1f-45c9-826f-898857783343", 313       "id": "c708cba4-0a1f-45c9-826f-898857783343",
            307       "name": "Image Captioning", 314       "name": "Image Captioning",
            308       "state": "active", 315       "state": "active",
            309       "vocabulary_id": null 316       "vocabulary_id": null
            310     }, 317     },
            311     { 318     {
            312       "display_name": "Image Classification", 319       "display_name": "Image Classification",
            313       "id": "418e2ddf-a1d3-42ac-ad05-156f79ca8e22", 320       "id": "418e2ddf-a1d3-42ac-ad05-156f79ca8e22",
            314       "name": "Image Classification", 321       "name": "Image Classification",
            315       "state": "active", 322       "state": "active",
            316       "vocabulary_id": null 323       "vocabulary_id": null
            317     }, 324     },
            318     { 325     {
            n n 326       "display_name": "Image Compression",
            327       "id": "9319a62c-672c-4d44-a6ef-7d18ec5ba2b7",
            328       "name": "Image Compression",
            329       "state": "active",
            330       "vocabulary_id": null
            331     },
            332     {
            319       "display_name": "Image Matting", 333       "display_name": "Image Dataset",
            320       "id": "80d1252a-d83f-4e8a-a19d-3cd31ec90a9d", 334       "id": "51aed645-6dd9-4e08-894a-10944ecefd8b",
            321       "name": "Image Matting", 335       "name": "Image Dataset",
            322       "state": "active", 336       "state": "active",
            323       "vocabulary_id": null 337       "vocabulary_id": null
            324     }, 338     },
            325     { 339     {
            n 326       "display_name": "Image Processing", n 340       "display_name": "Image Description",
            327       "id": "38ebd60e-fd40-4275-a9d3-490f287011d6", 341       "id": "d3ef3b7e-c8b4-4a5e-be62-11eed53a5567",
            328       "name": "Image Processing", 342       "name": "Image Description",
            329       "state": "active", 343       "state": "active",
            330       "vocabulary_id": null 344       "vocabulary_id": null
            331     }, 345     },
            332     { 346     {
            n 333       "display_name": "Image Segmentation", n 347       "display_name": "Image Generation",
            334       "id": "f5603951-aef2-4539-8066-15e72f32271b", 348       "id": "a0db1a78-8e9a-494f-8d75-462dc3a45472",
            335       "name": "Image Segmentation", 349       "name": "Image Generation",
            336       "state": "active", 350       "state": "active",
            337       "vocabulary_id": null 351       "vocabulary_id": null
            338     }, 352     },
            339     { 353     {
            n 340       "display_name": "Image segmentation", n 354       "display_name": "Image Recognition",
            341       "id": "8ab34344-1929-4cd3-a55a-af732b0cf13b", 355       "id": "2cc216cd-24af-483e-8e50-6fcd86cf89ac",
            342       "name": "Image segmentation", 356       "name": "Image Recognition",
            357       "state": "active",
            358       "vocabulary_id": null
            359     },
            360     {
            361       "display_name": "Image classification",
            362       "id": "786db19f-59bd-48ee-96c8-dfff6df61746",
            363       "name": "Image classification",
            364       "state": "active",
            365       "vocabulary_id": null
            366     },
            367     {
            368       "display_name": "Image recognition",
            369       "id": "27490e3f-0c09-4b94-aa76-8c5f3ff69797",
            370       "name": "Image recognition",
            371       "state": "active",
            372       "vocabulary_id": null
            373     },
            374     {
            375       "display_name": "ImageNet",
            376       "id": "114653a3-d688-42fb-8e76-350752af988b",
            377       "name": "ImageNet",
            343       "state": "active", 378       "state": "active",
            344       "vocabulary_id": null 379       "vocabulary_id": null
            345     }, 380     },
            346     { 381     {
            347       "display_name": "Instance Segmentation", 382       "display_name": "Instance Segmentation",
            348       "id": "b58d8dfe-1216-401d-8a2a-ceb09e07a013", 383       "id": "b58d8dfe-1216-401d-8a2a-ceb09e07a013",
            349       "name": "Instance Segmentation", 384       "name": "Instance Segmentation",
            350       "state": "active", 385       "state": "active",
            351       "vocabulary_id": null 386       "vocabulary_id": null
            352     }, 387     },
            353     { 388     {
            n n 389       "display_name": "Large-Scale Dataset",
            390       "id": "f3f5ec8d-52e3-4bcf-84ee-2dbca89fc84a",
            391       "name": "Large-Scale Dataset",
            392       "state": "active",
            393       "vocabulary_id": null
            394     },
            395     {
            354       "display_name": "Large Scale", 396       "display_name": "Large-scale",
            355       "id": "9d0a7af8-406e-4d7d-b558-ac2b45093bbf", 397       "id": "9267d5a4-c0a1-4160-a509-c6db091b3758",
            356       "name": "Large Scale", 398       "name": "Large-scale",
            357       "state": "active", 399       "state": "active",
            358       "vocabulary_id": null 400       "vocabulary_id": null
            359     }, 401     },
            360     { 402     {
            361       "display_name": "Large-scale dataset", 403       "display_name": "Large-scale dataset",
            362       "id": "868f7828-1cf2-4bed-ba67-61c621bf1aa5", 404       "id": "868f7828-1cf2-4bed-ba67-61c621bf1aa5",
            363       "name": "Large-scale dataset", 405       "name": "Large-scale dataset",
            364       "state": "active", 406       "state": "active",
            365       "vocabulary_id": null 407       "vocabulary_id": null
            366     }, 408     },
            367     { 409     {
            n 368       "display_name": "MS COCO", n 410       "display_name": "MS-COCO",
            369       "id": "b8dcb1ca-8488-4b9b-9c1b-568b6f956b50", 411       "id": "d4f2ee8f-d198-425a-aee5-b8fe8478c758",
            370       "name": "MS COCO", 412       "name": "MS-COCO",
            413       "state": "active",
            414       "vocabulary_id": null
            415     },
            416     {
            417       "display_name": "Multi-Label Classification",
            418       "id": "65a87ec1-a7ee-4e32-bd56-df63df24a66a",
            419       "name": "Multi-Label Classification",
            420       "state": "active",
            421       "vocabulary_id": null
            422     },
            423     {
            424       "display_name": "Multi-label",
            425       "id": "314d8fc1-5e9e-4917-87fe-57fcc87231de",
            426       "name": "Multi-label",
            427       "state": "active",
            428       "vocabulary_id": null
            429     },
            430     {
            431       "display_name": "Multi-label recognition",
            432       "id": "3c14a70d-30f5-4069-a1c4-167d3cefbd9a",
            433       "name": "Multi-label recognition",
            371       "state": "active", 434       "state": "active",
            372       "vocabulary_id": null 435       "vocabulary_id": null
            373     }, 436     },
            374     { 437     {
            375       "display_name": "Object Detection", 438       "display_name": "Object Detection",
            376       "id": "44adc011-570b-46cf-9a65-ab72ca690477", 439       "id": "44adc011-570b-46cf-9a65-ab72ca690477",
            377       "name": "Object Detection", 440       "name": "Object Detection",
            378       "state": "active", 441       "state": "active",
            379       "vocabulary_id": null 442       "vocabulary_id": null
            380     }, 443     },
            381     { 444     {
            382       "display_name": "Object detection", 445       "display_name": "Object detection",
            383       "id": "84a57b7d-e522-4fc2-9f65-9aeb121659f1", 446       "id": "84a57b7d-e522-4fc2-9f65-9aeb121659f1",
            384       "name": "Object detection", 447       "name": "Object detection",
            385       "state": "active", 448       "state": "active",
            386       "vocabulary_id": null 449       "vocabulary_id": null
            387     }, 450     },
            388     { 451     {
            n 389       "display_name": "Panoptic Segmentation", n 
            390       "id": "62316d6b-da93-440f-b9fd-8fddeba46d6d", 
            391       "name": "Panoptic Segmentation", 
            392       "state": "active", 
            393       "vocabulary_id": null 
            394     }, 
            395     { 
            396       "display_name": "Query-based End-to-end Instance Segmentation", 
            397       "id": "db42449b-46c2-44a1-b9e3-9f2c7ce6a528", 
            398       "name": "Query-based End-to-end Instance Segmentation", 
            399       "state": "active", 
            400       "vocabulary_id": null 
            401     }, 
            402     { 
            403       "display_name": "Scene Understanding", 
            404       "id": "d066cee5-d8a2-4d28-ba93-a32fa6a30b26", 
            405       "name": "Scene Understanding", 
            406       "state": "active", 
            407       "vocabulary_id": null 
            408     }, 
            409     { 
            410       "display_name": "Segmentation", 452       "display_name": "Semantic Compression",
            411       "id": "afba543e-f91f-4800-834e-77535c9e8dac", 453       "id": "18787ad9-9dfb-4697-b4dc-bf8870d9f5a1",
            412       "name": "Segmentation", 454       "name": "Semantic Compression",
            413       "state": "active", 455       "state": "active",
            414       "vocabulary_id": null 456       "vocabulary_id": null
            415     }, 457     },
            416     { 458     {
            417       "display_name": "Semantic Segmentation", 459       "display_name": "Semantic Segmentation",
            418       "id": "809ad6af-28cd-43bd-974d-055a5c0f2973", 460       "id": "809ad6af-28cd-43bd-974d-055a5c0f2973",
            419       "name": "Semantic Segmentation", 461       "name": "Semantic Segmentation",
            420       "state": "active", 462       "state": "active",
            421       "vocabulary_id": null 463       "vocabulary_id": null
            422     }, 464     },
            423     { 465     {
            n 424       "display_name": "Visual Object Detection", n 
            425       "id": "f903c46b-dcbe-4c0a-a0b4-048cf8dc235f", 
            426       "name": "Visual Object Detection", 
            427       "state": "active", 
            428       "vocabulary_id": null 
            429     }, 
            430     { 
            431       "display_name": "anchor-free detection", 466       "display_name": "Semantic segmentation",
            432       "id": "cf61c3ac-3379-4ebf-9490-dcf82e027f58", 467       "id": "ca545ae5-2da2-4e71-98b7-3268890347d1",
            433       "name": "anchor-free detection", 468       "name": "Semantic segmentation",
            434       "state": "active", 469       "state": "active",
            435       "vocabulary_id": null 470       "vocabulary_id": null
            436     }, 471     },
            437     { 472     {
            n 438       "display_name": "benchmark", n 473       "display_name": "Text",
            439       "id": "e3d4984e-822c-4023-a134-9cacabcfc36d", 474       "id": "74f5b2bc-c290-4e26-a01d-cce9fdf6e957",
            440       "name": "benchmark", 475       "name": "Text",
            441       "state": "active", 476       "state": "active",
            442       "vocabulary_id": null 477       "vocabulary_id": null
            443     }, 478     },
            444     { 479     {
            n 445       "display_name": "benchmark dataset", n 480       "display_name": "Text-to-Image Diffusion Models",
            446       "id": "8d55abf5-3c6a-42be-9dbe-7700f185ffc5", 481       "id": "0bf9106e-0968-4133-a3fd-50e38577390f",
            447       "name": "benchmark dataset", 482       "name": "Text-to-Image Diffusion Models",
            483       "state": "active",
            484       "vocabulary_id": null
            485     },
            486     {
            487       "display_name": "User Attribution",
            488       "id": "4fa164e9-c105-4fab-8c7f-bf8f8e152a7f",
            489       "name": "User Attribution",
            490       "state": "active",
            491       "vocabulary_id": null
            492     },
            493     {
            494       "display_name": "Weakly-Supervised Learning",
            495       "id": "38084c25-2469-40e2-91a1-0c4ea361e2e7",
            496       "name": "Weakly-Supervised Learning",
            497       "state": "active",
            498       "vocabulary_id": null
            499     },
            500     {
            501       "display_name": "ambiguities",
            502       "id": "4b8b52a1-0846-40dd-a940-36ff6ea61ee9",
            503       "name": "ambiguities",
            504       "state": "active",
            505       "vocabulary_id": null
            506     },
            507     {
            508       "display_name": "artistic style transfer",
            509       "id": "7d1cd76d-a8de-46c5-ad29-280a33655324",
            510       "name": "artistic style transfer",
            511       "state": "active",
            512       "vocabulary_id": null
            513     },
            514     {
            515       "display_name": "bounding box",
            516       "id": "4e5ef5e7-c2b0-4c6e-800a-acbabc002635",
            517       "name": "bounding box",
            518       "state": "active",
            519       "vocabulary_id": null
            520     },
            521     {
            522       "display_name": "bounding box regression",
            523       "id": "2e04dc67-88c2-4b46-ad6d-72b676e72ffe",
            524       "name": "bounding box regression",
            448       "state": "active", 525       "state": "active",
            449       "vocabulary_id": null 526       "vocabulary_id": null
            450     }, 527     },
            451     { 528     {
            452       "display_name": "bounding boxes", 529       "display_name": "bounding boxes",
            453       "id": "54908a8b-6ff0-4302-bf30-6187778e8f6d", 530       "id": "54908a8b-6ff0-4302-bf30-6187778e8f6d",
            454       "name": "bounding boxes", 531       "name": "bounding boxes",
            455       "state": "active", 532       "state": "active",
            456       "vocabulary_id": null 533       "vocabulary_id": null
            457     }, 534     },
            458     { 535     {
            n 459       "display_name": "computer vision", n 536       "display_name": "content images",
            460       "id": "f650b4e3-9955-49b0-ba7b-2d302a990978", 537       "id": "94315573-a2ad-4ef1-aaf5-b2dc04d1f144",
            461       "name": "computer vision", 538       "name": "content images",
            462       "state": "active", 539       "state": "active",
            463       "vocabulary_id": null 540       "vocabulary_id": null
            464     }, 541     },
            465     { 542     {
            n n 543       "display_name": "cross-modal retrieval",
            544       "id": "18e4db93-438b-4f7c-a4a6-548f772a7291",
            545       "name": "cross-modal retrieval",
            546       "state": "active",
            547       "vocabulary_id": null
            548     },
            549     {
            466       "display_name": "dataset", 550       "display_name": "diffusion models",
            467       "id": "ce5ad030-ca3d-47e6-abd1-5c92a2806f1b", 551       "id": "67686580-d41a-4e00-875a-494e99951342",
            552       "name": "diffusion models",
            468       "name": "dataset", 553       "state": "active",
            554       "vocabulary_id": null
            555     },
            556     {
            557       "display_name": "few-shot learning",
            558       "id": "9ed062d2-8c21-45d4-a7ff-78bf9cf0b117",
            559       "name": "few-shot learning",
            560       "state": "active",
            561       "vocabulary_id": null
            562     },
            563     {
            564       "display_name": "foreground object",
            565       "id": "3ca13def-8d96-449e-b764-69dded7dd96c",
            566       "name": "foreground object",
            469       "state": "active", 567       "state": "active",
            470       "vocabulary_id": null 568       "vocabulary_id": null
            471     }, 569     },
            472     { 570     {
            473       "display_name": "human pose estimation", 571       "display_name": "human pose estimation",
            474       "id": "2ba9bb7a-941e-4f02-8376-06b50691a7dd", 572       "id": "2ba9bb7a-941e-4f02-8376-06b50691a7dd",
            475       "name": "human pose estimation", 573       "name": "human pose estimation",
            476       "state": "active", 574       "state": "active",
            477       "vocabulary_id": null 575       "vocabulary_id": null
            478     }, 576     },
            479     { 577     {
            n 480       "display_name": "image annotation", n 
            481       "id": "6734bcb9-ad78-4289-8816-09b71832ab8e", 
            482       "name": "image annotation", 
            483       "state": "active", 
            484       "vocabulary_id": null 
            485     }, 
            486     { 
            487       "display_name": "image captioning", 578       "display_name": "image captioning",
            488       "id": "f1bbe827-a03a-4280-b9fa-0599ccfc0541", 579       "id": "f1bbe827-a03a-4280-b9fa-0599ccfc0541",
            489       "name": "image captioning", 580       "name": "image captioning",
            490       "state": "active", 581       "state": "active",
            491       "vocabulary_id": null 582       "vocabulary_id": null
            492     }, 583     },
            493     { 584     {
            494       "display_name": "image classification", 585       "display_name": "image classification",
            495       "id": "34936550-ce1a-41b5-8c58-23081a6c673d", 586       "id": "34936550-ce1a-41b5-8c58-23081a6c673d",
            496       "name": "image classification", 587       "name": "image classification",
            497       "state": "active", 588       "state": "active",
            498       "vocabulary_id": null 589       "vocabulary_id": null
            499     }, 590     },
            500     { 591     {
            n n 592       "display_name": "image dataset",
            593       "id": "d3acafab-ad07-46a1-88d5-540c2fd41466",
            594       "name": "image dataset",
            595       "state": "active",
            596       "vocabulary_id": null
            597     },
            598     {
            501       "display_name": "image description", 599       "display_name": "image generation",
            502       "id": "99e3a7d7-7ee7-4f66-adf4-28ac19f60923", 600       "id": "96df81b4-32fd-4826-a903-affb005a0a60",
            503       "name": "image description", 601       "name": "image generation",
            504       "state": "active", 602       "state": "active",
            505       "vocabulary_id": null 603       "vocabulary_id": null
            506     }, 604     },
            507     { 605     {
            n 508       "display_name": "image recognition", n 606       "display_name": "image retrieval",
            509       "id": "5dbee310-ce23-4ee3-b86b-0ad4c203b2a6", 607       "id": "93827714-41d5-4aac-a64a-f4390a0e80e1",
            510       "name": "image recognition", 608       "name": "image retrieval",
            511       "state": "active", 609       "state": "active",
            512       "vocabulary_id": null 610       "vocabulary_id": null
            513     }, 611     },
            514     { 612     {
            515       "display_name": "image segmentation", 613       "display_name": "image segmentation",
            516       "id": "7eaed78e-c73a-4929-a8c9-60265069f59a", 614       "id": "7eaed78e-c73a-4929-a8c9-60265069f59a",
            517       "name": "image segmentation", 615       "name": "image segmentation",
            518       "state": "active", 616       "state": "active",
            519       "vocabulary_id": null 617       "vocabulary_id": null
            520     }, 618     },
            521     { 619     {
            n n 620       "display_name": "image style transfer",
            621       "id": "e1dd21b6-af66-4e38-b4d6-a6dbe6ed5219",
            622       "name": "image style transfer",
            623       "state": "active",
            624       "vocabulary_id": null
            625     },
            626     {
            522       "display_name": "image understanding", 627       "display_name": "image-text matching",
            523       "id": "a209b790-086a-4345-b6af-b7b011b6e040", 628       "id": "75c56b7d-ab6b-4dd8-88f8-67e92928dca0",
            524       "name": "image understanding", 629       "name": "image-text matching",
            525       "state": "active", 630       "state": "active",
            526       "vocabulary_id": null 631       "vocabulary_id": null
            527     }, 632     },
            528     { 633     {
            n 529       "display_name": "image-text retrieval", n 634       "display_name": "image-text pairs",
            530       "id": "2ce62fa7-a31e-4be3-9312-92be69a8726b", 635       "id": "07cb3691-65c6-4b58-b3bf-5290980a86e3",
            531       "name": "image-text retrieval", 636       "name": "image-text pairs",
            532       "state": "active", 637       "state": "active",
            533       "vocabulary_id": null 638       "vocabulary_id": null
            534     }, 639     },
            535     { 640     {
            536       "display_name": "images", 641       "display_name": "images",
            537       "id": "40152090-cbbf-4339-b7d3-f14b68cb7621", 642       "id": "40152090-cbbf-4339-b7d3-f14b68cb7621",
            538       "name": "images", 643       "name": "images",
            539       "state": "active", 644       "state": "active",
            540       "vocabulary_id": null 645       "vocabulary_id": null
            541     }, 646     },
            542     { 647     {
            543       "display_name": "instance segmentation", 648       "display_name": "instance segmentation",
            544       "id": "e74e609d-6e81-4b83-b74e-fa3dd8f185f4", 649       "id": "e74e609d-6e81-4b83-b74e-fa3dd8f185f4",
            545       "name": "instance segmentation", 650       "name": "instance segmentation",
            546       "state": "active", 651       "state": "active",
            547       "vocabulary_id": null 652       "vocabulary_id": null
            548     }, 653     },
            549     { 654     {
            n 550       "display_name": "keypoints", n 655       "display_name": "keypoint detection",
            551       "id": "d8c2caaa-a318-4485-91a0-e9dc1826e52e", 656       "id": "656a55a9-2bad-4a54-90fa-1b298d7fe6bf",
            552       "name": "keypoints", 657       "name": "keypoint detection",
            553       "state": "active", 658       "state": "active",
            554       "vocabulary_id": null 659       "vocabulary_id": null
            555     }, 660     },
            556     { 661     {
            n n 662       "display_name": "large scale",
            663       "id": "eb1c6e7f-f9b1-4844-a978-4a80ae7e0476",
            664       "name": "large scale",
            665       "state": "active",
            666       "vocabulary_id": null
            667     },
            668     {
            669       "display_name": "large-scale benchmark",
            670       "id": "d0b12015-10bd-4b97-9e34-1512b9f514ae",
            671       "name": "large-scale benchmark",
            672       "state": "active",
            673       "vocabulary_id": null
            674     },
            675     {
            557       "display_name": "large dataset", 676       "display_name": "large-scale dataset",
            558       "id": "39deedcc-46cf-4eba-8ec8-41743e462923", 677       "id": "a9c694bf-f591-4625-a20e-d53d3f90d489",
            559       "name": "large dataset", 678       "name": "large-scale dataset",
            560       "state": "active", 679       "state": "active",
            561       "vocabulary_id": null 680       "vocabulary_id": null
            562     }, 681     },
            563     { 682     {
            n n 683       "display_name": "low-quality examples",
            684       "id": "409d0d3d-2065-4842-b2d4-64930e049231",
            685       "name": "low-quality examples",
            686       "state": "active",
            687       "vocabulary_id": null
            688     },
            689     {
            690       "display_name": "multi-label",
            691       "id": "ee29530d-cfee-42e6-b05b-e9d914289227",
            692       "name": "multi-label",
            693       "state": "active",
            694       "vocabulary_id": null
            695     },
            696     {
            697       "display_name": "multi-person pose estimation",
            698       "id": "5eb1fbbf-53f3-4750-8d3c-b8d36cb6718a",
            699       "name": "multi-person pose estimation",
            700       "state": "active",
            701       "vocabulary_id": null
            702     },
            703     {
            564       "display_name": "multiple object detection", 704       "display_name": "multiple captions",
            565       "id": "9d5c3f06-b2c1-462b-9abf-5c774e5ce105", 705       "id": "15d57fa3-3639-4191-8495-a03fdd0c86ba",
            566       "name": "multiple object detection", 706       "name": "multiple captions",
            567       "state": "active", 
            568       "vocabulary_id": null 
            569     }, 
            570     { 
            571       "display_name": "neural networks", 
            572       "id": "8ef5d32b-4073-4531-87bc-4b4676fd22b8", 
            573       "name": "neural networks", 
            574       "state": "active", 707       "state": "active",
            575       "vocabulary_id": null 708       "vocabulary_id": null
            576     }, 709     },
            577     { 710     {
            578       "display_name": "object detection", 711       "display_name": "object detection",
            579       "id": "607283c7-9e12-4167-9101-7f8078fb6537", 712       "id": "607283c7-9e12-4167-9101-7f8078fb6537",
            580       "name": "object detection", 713       "name": "object detection",
            581       "state": "active", 714       "state": "active",
            582       "vocabulary_id": null 715       "vocabulary_id": null
            583     }, 716     },
            584     { 717     {
            n 585       "display_name": "object segmentation", n 718       "display_name": "object-centric",
            586       "id": "6a47ecb7-e3fb-43a9-b0a8-1434387d3ee4", 719       "id": "ebb4fd2a-1234-4199-ba72-314c03346982",
            587       "name": "object segmentation", 720       "name": "object-centric",
            588       "state": "active", 721       "state": "active",
            589       "vocabulary_id": null 722       "vocabulary_id": null
            590     }, 723     },
            591     { 724     {
            n n 725       "display_name": "photorealistic style transfer",
            726       "id": "c3c24f7d-e28d-42bb-8c2a-7809bd365902",
            727       "name": "photorealistic style transfer",
            728       "state": "active",
            729       "vocabulary_id": null
            730     },
            731     {
            732       "display_name": "sentence retrieval",
            733       "id": "105d8c3e-8fb7-4da0-b82b-80a38468cdb1",
            734       "name": "sentence retrieval",
            735       "state": "active",
            736       "vocabulary_id": null
            737     },
            738     {
            739       "display_name": "style images",
            740       "id": "b3dee3dd-1cec-49a5-a593-a82047b55122",
            741       "name": "style images",
            742       "state": "active",
            743       "vocabulary_id": null
            744     },
            745     {
            746       "display_name": "style transfer",
            747       "id": "85201f92-7e39-4465-a7fa-95893969ecb2",
            748       "name": "style transfer",
            749       "state": "active",
            750       "vocabulary_id": null
            751     },
            752     {
            753       "display_name": "text-to-3D",
            754       "id": "f241a1fe-f740-4dea-92ab-ed0458ba05ce",
            755       "name": "text-to-3D",
            756       "state": "active",
            757       "vocabulary_id": null
            758     },
            759     {
            760       "display_name": "text-to-image synthesis",
            761       "id": "c37dcb7d-7577-4b8f-95ae-252797eb5cce",
            762       "name": "text-to-image synthesis",
            763       "state": "active",
            764       "vocabulary_id": null
            765     },
            766     {
            592       "display_name": "semantic labeling", 767       "display_name": "vision and language",
            593       "id": "75c04c50-d8e4-4f25-91ab-8cdf91f69f96", 768       "id": "3745ee63-01b9-4847-8aeb-4d8a32d5b9f7",
            594       "name": "semantic labeling", 769       "name": "vision and language",
            595       "state": "active", 770       "state": "active",
            596       "vocabulary_id": null 771       "vocabulary_id": null
            597     }, 772     },
            598     { 773     {
            n n 774       "display_name": "vision-language",
            775       "id": "81685daa-749b-408e-97dc-4ca793a0f68d",
            776       "name": "vision-language",
            777       "state": "active",
            778       "vocabulary_id": null
            779     },
            780     {
            781       "display_name": "weakly supervised",
            782       "id": "72956467-0404-428c-a719-92da4113456d",
            783       "name": "weakly supervised",
            784       "state": "active",
            785       "vocabulary_id": null
            786     },
            787     {
            599       "display_name": "text understanding", 788       "display_name": "zero-shot learning",
            600       "id": "1769ec7b-a07a-4080-9866-ecc2cf5a5208", 789       "id": "a5085ccf-44ae-4bee-a51e-3fc7c7d9ac69",
            601       "name": "text understanding", 790       "name": "zero-shot learning",
            602       "state": "active", 
            603       "vocabulary_id": null 
            604     }, 
            605     { 
            606       "display_name": "visual question answering", 
            607       "id": "8be24887-e029-464f-b56c-1d0a460e2005", 
            608       "name": "visual question answering", 
            609       "state": "active", 791       "state": "active",
            610       "vocabulary_id": null 792       "vocabulary_id": null
            611     } 793     }
            612   ], 794   ],
            t 613   "title": "MS COCO", t 795   "title": "MS-COCO",
            614   "type": "dataset", 796   "type": "dataset",
            615   "version": "" 797   "version": ""
            616 } 798 }