Changes

On December 2, 2024 at 10:48:27 PM UTC, admin:
Changed title to CelebA-hq (previously CelebA-HQ)
Set author of CelebA-hq to J. D. Curt´o (previously Tero Karras)
Updated description of CelebA-hq from
Face images convey critical information and are used in every corner of our daily lives, e.g., social networks, conference calls, and taking portrait, to name a few. Humans are very sensitive to delicate facial features. High-quality faces are the most preferred and typically are the key to the success of these applications.
to
CelebA-hq is a set of 30,000 high-definition images to improve training on CelebA.
Removed the following tags from CelebA-hq
Added the following tags to CelebA-hq
- high-definition images
- improve training
Changed value of field defined_in to in CelebA-hq
Changed value of field extra_authors to [{'extra_author': 'H. C. Zarza', 'orcid': ''}, {'extra_author': 'T. Kim', 'orcid': ''}] in CelebA-hq
Changed value of field citation to [] in CelebA-hq
Changed value of field landing_page to in CelebA-hq
Deleted resource Original Metadata from CelebA-hq
              
    
          
          
        
        
            f 1 { f 1 {
            2   "access_rights": "", 2   "access_rights": "",
            n 3   "author": "Tero Karras", n 3   "author": "J. D. Curt\u00b4o",
            4   "author_email": "", 4   "author_email": "",
            n 5   "citation": [ n 5   "citation": [],
            6     "https://doi.org/10.48550/arXiv.2307.08996", 
            7     "https://doi.org/10.48550/arXiv.2309.11641", 
            8     "https://doi.org/10.48550/arXiv.2307.08698", 
            9     "https://doi.org/10.48550/arXiv.1912.03829", 
            10     "https://doi.org/10.48550/arXiv.2403.10255", 
            11     "https://doi.org/10.48550/arXiv.1909.11081", 
            12     "https://doi.org/10.48550/arXiv.2312.02222", 
            13     "https://doi.org/10.48550/arXiv.2001.11055", 
            14     "https://doi.org/10.48550/arXiv.2006.02620", 
            15     "https://doi.org/10.48550/arXiv.2307.07928", 
            16     "https://doi.org/10.48550/arXiv.2210.12683", 
            17     "https://doi.org/10.48550/arXiv.2207.02812", 
            18     "https://doi.org/10.48550/arXiv.2312.03517", 
            19     "https://doi.org/10.48550/arXiv.2304.12539", 
            20     "https://doi.org/10.48550/arXiv.2310.01130", 
            21     "https://doi.org/10.48550/arXiv.2311.10892", 
            22     "https://doi.org/10.48550/arXiv.2401.06978", 
            23     "https://doi.org/10.48550/arXiv.2401.03221", 
            24     "https://doi.org/10.48550/arXiv.2106.02797", 
            25     "https://doi.org/10.48550/arXiv.2312.07804", 
            26     "https://doi.org/10.48550/arXiv.2012.13253", 
            27     "https://doi.org/10.48550/arXiv.2404.06737", 
            28     "https://doi.org/10.48550/arXiv.2304.02012", 
            29     "https://doi.org/10.48550/arXiv.2006.11239", 
            30     "https://doi.org/10.1145/3583780.3614999", 
            31     "https://doi.org/10.48550/arXiv.2211.13901", 
            32     "https://doi.org/10.48550/arXiv.2111.13411", 
            33     "https://doi.org/10.48550/arXiv.2308.08157", 
            34     "https://doi.org/10.48550/arXiv.2406.09484" 
            35   ], 
            36   "creator_user_id": "17755db4-395a-4b3b-ac09-e8e3484ca700", 6   "creator_user_id": "17755db4-395a-4b3b-ac09-e8e3484ca700",
            n 37   "defined_in": "https://doi.org/10.48550/arXiv.2103.01456", n 7   "defined_in": "",
            38   "doi": "10.57702/1ztnqmw1", 8   "doi": "10.57702/1ztnqmw1",
            39   "doi_date_published": "2024-11-25", 9   "doi_date_published": "2024-11-25",
            40   "doi_publisher": "TIB", 10   "doi_publisher": "TIB",
            41   "doi_status": true, 11   "doi_status": true,
            42   "domain": "https://service.tib.eu/ldmservice", 12   "domain": "https://service.tib.eu/ldmservice",
            43   "extra_authors": [ 13   "extra_authors": [
            44     { 14     {
            n 45       "extra_author": "Timo Aila", n 15       "extra_author": "H. C. Zarza",
            46       "orcid": "" 16       "orcid": ""
            47     }, 17     },
            48     { 18     {
            n 49       "extra_author": "Samuli Laine", n 19       "extra_author": "T. Kim",
            50       "orcid": "" 
            51     }, 
            52     { 
            53       "extra_author": "Jaakko Lehtinen", 
            54       "orcid": "" 20       "orcid": ""
            55     } 21     }
            56   ], 22   ],
            57   "groups": [ 23   "groups": [
            n 58     { n 
            59       "description": "", 
            60       "display_name": "3D Head Avatar Reconstruction", 
            61       "id": "d332dac1-bb15-43b4-8218-250e0fd58959", 
            62       "image_display_url": "", 
            63       "name": "3d-head-avatar-reconstruction", 
            64       "title": "3D Head Avatar Reconstruction" 
            65     }, 
            66     { 
            67       "description": "", 
            68       "display_name": "CelebA-HQ Images", 
            69       "id": "b0d58965-8132-40bf-b472-e986283c166a", 
            70       "image_display_url": "", 
            71       "name": "celeba-hq-images", 
            72       "title": "CelebA-HQ Images" 
            73     }, 
            74     { 
            75       "description": "", 
            76       "display_name": "Celebrity Faces", 
            77       "id": "21cc85a8-7a41-4bca-8c23-1673d6523856", 
            78       "image_display_url": "", 
            79       "name": "celebrity-faces", 
            80       "title": "Celebrity Faces" 
            81     }, 
            82     { 
            83       "description": "", 
            84       "display_name": "Computer Vision", 
            85       "id": "d09caf7c-26c7-4e4d-bb8e-49476a90ba25", 
            86       "image_display_url": "", 
            87       "name": "computer-vision", 
            88       "title": "Computer Vision" 
            89     }, 
            90     { 
            91       "description": "", 
            92       "display_name": "Face Attribute", 
            93       "id": "74253864-28cd-4ee8-88fb-76364fd7018e", 
            94       "image_display_url": "", 
            95       "name": "face-attribute", 
            96       "title": "Face Attribute" 
            97     }, 
            98     { 
            99       "description": "", 
            100       "display_name": "Face Dataset", 
            101       "id": "59a05e4e-66ad-4578-b6be-a9d70a241675", 
            102       "image_display_url": "", 
            103       "name": "face-dataset", 
            104       "title": "Face Dataset" 
            105     }, 
            106     { 24     {
            107       "description": "", 25       "description": "",
            108       "display_name": "Face Generation", 26       "display_name": "Face Generation",
            109       "id": "55376502-8f4a-4d08-8c93-4ce020790aca", 27       "id": "55376502-8f4a-4d08-8c93-4ce020790aca",
            110       "image_display_url": "", 28       "image_display_url": "",
            111       "name": "face-generation", 29       "name": "face-generation",
            112       "title": "Face Generation" 30       "title": "Face Generation"
            n 113     }, n 
            114     { 
            115       "description": "", 
            116       "display_name": "Face Images", 
            117       "id": "7f0b4265-15b1-430a-b6dc-8f02319a7f4c", 
            118       "image_display_url": "", 
            119       "name": "face-images", 
            120       "title": "Face Images" 
            121     }, 
            122     { 
            123       "description": "", 
            124       "display_name": "Face Inpainting", 
            125       "id": "5d61e1ef-9ab3-4831-b41a-5ae2b68ad470", 
            126       "image_display_url": "", 
            127       "name": "face-inpainting", 
            128       "title": "Face Inpainting" 
            129     }, 
            130     { 
            131       "description": "", 
            132       "display_name": "Face Manipulation", 
            133       "id": "c0b751d9-0644-4a40-95b4-27ad222e8839", 
            134       "image_display_url": "", 
            135       "name": "face-manipulation", 
            136       "title": "Face Manipulation" 
            137     }, 
            138     { 
            139       "description": "", 
            140       "display_name": "Face Recognition", 
            141       "id": "093d711e-6bc6-43b9-986c-a26d6ff08660", 
            142       "image_display_url": "", 
            143       "name": "face-recognition", 
            144       "title": "Face Recognition" 
            145     }, 
            146     { 
            147       "description": "", 
            148       "display_name": "Face Reconstruction", 
            149       "id": "6b13eacb-3726-47c1-8617-29de54f660d0", 
            150       "image_display_url": "", 
            151       "name": "face-reconstruction", 
            152       "title": "Face Reconstruction" 
            153     }, 
            154     { 
            155       "description": "", 
            156       "display_name": "Face Reenactment", 
            157       "id": "d7eeb218-46ae-4023-a85d-84896741f598", 
            158       "image_display_url": "", 
            159       "name": "face-reenactment", 
            160       "title": "Face Reenactment" 
            161     }, 
            162     { 
            163       "description": "", 
            164       "display_name": "Face Restoration", 
            165       "id": "33f4e10f-43b2-4196-b81d-1ce92228f713", 
            166       "image_display_url": "", 
            167       "name": "face-restoration", 
            168       "title": "Face Restoration" 
            169     }, 
            170     { 
            171       "description": "", 
            172       "display_name": "Face Synthesis", 
            173       "id": "cd64b8c4-b722-4fb5-9975-dd5a55918fe8", 
            174       "image_display_url": "", 
            175       "name": "face-synthesis", 
            176       "title": "Face Synthesis" 
            177     }, 
            178     { 
            179       "description": "", 
            180       "display_name": "Face Upsampling", 
            181       "id": "87d0377f-4d4d-40d5-b8b6-9766b96eb8a9", 
            182       "image_display_url": "", 
            183       "name": "face-upsampling", 
            184       "title": "Face Upsampling" 
            185     }, 
            186     { 
            187       "description": "", 
            188       "display_name": "Generative Models", 
            189       "id": "f42cf4b7-7fad-4c96-8a26-ea5d45dca6aa", 
            190       "image_display_url": "", 
            191       "name": "generative-models", 
            192       "title": "Generative Models" 
            193     }, 
            194     { 
            195       "description": "", 
            196       "display_name": "High-Resolution Images", 
            197       "id": "ab08952d-5dd4-4c41-ade8-342d9bf16b4a", 
            198       "image_display_url": "", 
            199       "name": "high-resolution-images", 
            200       "title": "High-Resolution Images" 
            201     }, 
            202     { 
            203       "description": "", 
            204       "display_name": "Image Dataset", 
            205       "id": "fc745cca-b21e-4ced-ba81-06a456938edf", 
            206       "image_display_url": "", 
            207       "name": "image-dataset", 
            208       "title": "Image Dataset" 
            209     }, 
            210     { 
            211       "description": "", 
            212       "display_name": "Image Datasets", 
            213       "id": "80bf708a-830f-4858-914c-8dc663dd087e", 
            214       "image_display_url": "", 
            215       "name": "image-datasets", 
            216       "title": "Image Datasets" 
            217     }, 
            218     { 
            219       "description": "", 
            220       "display_name": "Image Editing", 
            221       "id": "30b347cc-64b4-4a8a-9066-8f79639f11f6", 
            222       "image_display_url": "", 
            223       "name": "image-editing", 
            224       "title": "Image Editing" 
            225     }, 
            226     { 
            227       "description": "", 
            228       "display_name": "Image Generation", 
            229       "id": "be25a76c-def1-4e73-8b1c-b81222d63867", 
            230       "image_display_url": "", 
            231       "name": "image-generation", 
            232       "title": "Image Generation" 
            233     }, 
            234     { 
            235       "description": "", 
            236       "display_name": "Image Inpainting", 
            237       "id": "c804e8f3-3bd2-4fad-8ffc-08d0612cdfe1", 
            238       "image_display_url": "", 
            239       "name": "image-inpainting", 
            240       "title": "Image Inpainting" 
            241     }, 
            242     { 
            243       "description": "", 
            244       "display_name": "Image Manipulation", 
            245       "id": "49176a67-afef-49c1-b62b-e235b84d3295", 
            246       "image_display_url": "", 
            247       "name": "image-manipulation", 
            248       "title": "Image Manipulation" 
            249     }, 
            250     { 
            251       "description": "", 
            252       "display_name": "Image Processing", 
            253       "id": "31f537e7-23f2-4663-9ae4-f2147dfbce50", 
            254       "image_display_url": "", 
            255       "name": "image-processing", 
            256       "title": "Image Processing" 
            257     }, 
            258     { 
            259       "description": "", 
            260       "display_name": "Image Synthesis", 
            261       "id": "8b89ca6b-96f7-439b-8045-febd38230620", 
            262       "image_display_url": "", 
            263       "name": "image-synthesis", 
            264       "title": "Image Synthesis" 
            265     }, 
            266     { 
            267       "description": "", 
            268       "display_name": "Image-to-Image Translation", 
            269       "id": "94f89736-094e-4382-ad7a-c051f341fb7c", 
            270       "image_display_url": "", 
            271       "name": "image-to-image-translation", 
            272       "title": "Image-to-Image Translation" 
            273     } 31     }
            274   ], 32   ],
            275   "id": "194ceb05-fc1d-4199-a697-0fd149d4fa1b", 33   "id": "194ceb05-fc1d-4199-a697-0fd149d4fa1b",
            276   "isopen": false, 34   "isopen": false,
            n 277   "landing_page": "https://www.celeb-a.com/", n 35   "landing_page": "",
            278   "license_title": null, 36   "license_title": null,
            279   "link_orkg": "", 37   "link_orkg": "",
            280   "metadata_created": "2024-11-25T15:00:37.973961", 38   "metadata_created": "2024-11-25T15:00:37.973961",
            n 281   "metadata_modified": "2024-12-02T17:48:00.649552", n 39   "metadata_modified": "2024-12-02T22:48:26.247813",
            282   "name": "celeba-hq", 40   "name": "celeba-hq",
            n 283   "notes": "Face images convey critical information and are used in  n 41   "notes": "CelebA-hq is a set of 30,000 high-definition images to 
            284 every corner of our daily lives, e.g., social networks, conference  42 improve training on CelebA.",
            285 calls, and taking portrait, to name a few. Humans are very sensitive  
            286 to delicate facial features. High-quality faces are the most preferred  
            287 and typically are the key to the success of these applications.", 
            288   "num_resources": 1, 43   "num_resources": 0,
            289   "num_tags": 75, 44   "num_tags": 2,
            290   "organization": { 45   "organization": {
            291     "approval_status": "approved", 46     "approval_status": "approved",
            292     "created": "2024-11-25T12:11:38.292601", 47     "created": "2024-11-25T12:11:38.292601",
            293     "description": "", 48     "description": "",
            294     "id": "079d46db-32df-4b48-91f3-0a8bc8f69559", 49     "id": "079d46db-32df-4b48-91f3-0a8bc8f69559",
            295     "image_url": "", 50     "image_url": "",
            296     "is_organization": true, 51     "is_organization": true,
            297     "name": "no-organization", 52     "name": "no-organization",
            298     "state": "active", 53     "state": "active",
            299     "title": "No Organization", 54     "title": "No Organization",
            300     "type": "organization" 55     "type": "organization"
            301   }, 56   },
            302   "owner_org": "079d46db-32df-4b48-91f3-0a8bc8f69559", 57   "owner_org": "079d46db-32df-4b48-91f3-0a8bc8f69559",
            303   "private": false, 58   "private": false,
            304   "relationships_as_object": [], 59   "relationships_as_object": [],
            305   "relationships_as_subject": [], 60   "relationships_as_subject": [],
            n 306   "resources": [ n 61   "resources": [],
            307     { 
            308       "cache_last_updated": null, 
            309       "cache_url": null, 
            310       "created": "2024-12-02T18:38:42", 
            311       "data": [ 
            312         "dcterms:title", 
            313         "dcterms:accessRights", 
            314         "dcterms:creator", 
            315         "dcterms:description", 
            316         "dcterms:issued", 
            317         "dcterms:language", 
            318         "dcterms:identifier", 
            319         "dcat:theme", 
            320         "dcterms:type", 
            321         "dcat:keyword", 
            322         "dcat:landingPage", 
            323         "dcterms:hasVersion", 
            324         "dcterms:format", 
            325         "mls:task", 
            326         "datacite:isDescribedBy" 
            327       ], 
            328       "description": "The json representation of the dataset with its  
            329 distributions based on DCAT.", 
            330       "format": "JSON", 
            331       "hash": "", 
            332       "id": "5347ac0b-1061-41b8-a8fa-2a5991f4f247", 
            333       "last_modified": "2024-12-02T17:48:00.631442", 
            334       "metadata_modified": "2024-12-02T17:48:00.652605", 
            335       "mimetype": "application/json", 
            336       "mimetype_inner": null, 
            337       "name": "Original Metadata", 
            338       "package_id": "194ceb05-fc1d-4199-a697-0fd149d4fa1b", 
            339       "position": 0, 
            340       "resource_type": null, 
            341       "size": 4334, 
            342       "state": "active", 
            343       "url":  
            344 resource/5347ac0b-1061-41b8-a8fa-2a5991f4f247/download/metadata.json", 
            345       "url_type": "upload" 
            346     } 
            347   ], 
            348   "services_used_list": "", 62   "services_used_list": "",
            349   "state": "active", 63   "state": "active",
            350   "tags": [ 64   "tags": [
            351     { 65     {
            n 352       "display_name": "3D Head Avatar", n 66       "display_name": "high-definition images",
            353       "id": "76bc27a0-b0d5-4171-8364-7ef5897ee950", 67       "id": "7d4a4ed0-922f-4c6f-a10f-9271dcc315e1",
            354       "name": "3D Head Avatar", 68       "name": "high-definition images",
            355       "state": "active", 69       "state": "active",
            356       "vocabulary_id": null 70       "vocabulary_id": null
            357     }, 71     },
            358     { 72     {
            n 359       "display_name": "Artifacts", n 
            360       "id": "7dede5f0-2431-4ca1-be27-d0aa64c201d4", 
            361       "name": "Artifacts", 
            362       "state": "active", 
            363       "vocabulary_id": null 
            364     }, 
            365     { 
            366       "display_name": "Binary Attributes", 
            367       "id": "232fecbc-10d0-43da-8b4d-94cfc807b8c4", 
            368       "name": "Binary Attributes", 
            369       "state": "active", 
            370       "vocabulary_id": null 
            371     }, 
            372     { 
            373       "display_name": "CelebA dataset", 
            374       "id": "50c55b86-61f3-42ca-8fe9-88c8cb371188", 
            375       "name": "CelebA dataset", 
            376       "state": "active", 
            377       "vocabulary_id": null 
            378     }, 
            379     { 
            380       "display_name": "CelebA-HQ", 
            381       "id": "9e81b8b2-90ce-4e12-b841-77cd8ffc8e84", 
            382       "name": "CelebA-HQ", 
            383       "state": "active", 
            384       "vocabulary_id": null 
            385     }, 
            386     { 
            387       "display_name": "Celebrity Faces", 
            388       "id": "624af261-3600-4942-adef-8a4cda899ea8", 
            389       "name": "Celebrity Faces", 
            390       "state": "active", 
            391       "vocabulary_id": null 
            392     }, 
            393     { 
            394       "display_name": "Deep Learning", 
            395       "id": "3feb7b21-e049-4dca-9372-0d438c483f6a", 
            396       "name": "Deep Learning", 
            397       "state": "active", 
            398       "vocabulary_id": null 
            399     }, 
            400     { 
            401       "display_name": "Face Dataset", 
            402       "id": "7bd360f2-3420-4208-b422-674bc5173dad", 
            403       "name": "Face Dataset", 
            404       "state": "active", 
            405       "vocabulary_id": null 
            406     }, 
            407     { 
            408       "display_name": "Face Generation", 
            409       "id": "578b670a-bd85-4013-9ff5-7254a321c32f", 
            410       "name": "Face Generation", 
            411       "state": "active", 
            412       "vocabulary_id": null 
            413     }, 
            414     { 
            415       "display_name": "Face Images", 
            416       "id": "a4292bc7-04a2-43a5-8e54-6dbdfe127aa4", 
            417       "name": "Face Images", 
            418       "state": "active", 
            419       "vocabulary_id": null 
            420     }, 
            421     { 
            422       "display_name": "Face Recognition", 
            423       "id": "7750d26f-8ac0-4c92-ae40-058beea0c475", 
            424       "name": "Face Recognition", 
            425       "state": "active", 
            426       "vocabulary_id": null 
            427     }, 
            428     { 
            429       "display_name": "Face Reenactment", 
            430       "id": "3066d519-1ff6-47ad-805c-4ac28a6d463c", 
            431       "name": "Face Reenactment", 
            432       "state": "active", 
            433       "vocabulary_id": null 
            434     }, 
            435     { 
            436       "display_name": "Face Restoration", 
            437       "id": "b33bdd30-5eff-4e59-968c-987cd57b294b", 
            438       "name": "Face Restoration", 
            439       "state": "active", 
            440       "vocabulary_id": null 
            441     }, 
            442     { 
            443       "display_name": "Face Synthesis", 
            444       "id": "8d67e419-bddf-43f2-a720-55e922002615", 
            445       "name": "Face Synthesis", 
            446       "state": "active", 
            447       "vocabulary_id": null 
            448     }, 
            449     { 
            450       "display_name": "Face generation", 
            451       "id": "7e333a3f-29ea-41c8-9570-14407885bc84", 
            452       "name": "Face generation", 
            453       "state": "active", 
            454       "vocabulary_id": null 
            455     }, 
            456     { 
            457       "display_name": "Face recognition", 
            458       "id": "037dce5b-e566-4ebc-a36f-3b82abec779a", 
            459       "name": "Face recognition", 
            460       "state": "active", 
            461       "vocabulary_id": null 
            462     }, 
            463     { 
            464       "display_name": "Facial Features", 
            465       "id": "09639b5e-4283-4acf-bb94-03dbba87c43e", 
            466       "name": "Facial Features", 
            467       "state": "active", 
            468       "vocabulary_id": null 
            469     }, 
            470     { 
            471       "display_name": "GANs", 
            472       "id": "ba92b867-41e4-435d-b0d6-285954f842d8", 
            473       "name": "GANs", 
            474       "state": "active", 
            475       "vocabulary_id": null 
            476     }, 
            477     { 
            478       "display_name": "Generative Adversarial Networks", 
            479       "id": "b384af43-f86b-489d-a8d4-9595f25d6e95", 
            480       "name": "Generative Adversarial Networks", 
            481       "state": "active", 
            482       "vocabulary_id": null 
            483     }, 
            484     { 
            485       "display_name": "Generative Models", 
            486       "id": "dafd9c1f-394f-4d88-9c07-5801683e057a", 
            487       "name": "Generative Models", 
            488       "state": "active", 
            489       "vocabulary_id": null 
            490     }, 
            491     { 
            492       "display_name": "High-Quality Faces", 
            493       "id": "acd1d8bd-58c2-4f39-9646-9cac79caa584", 
            494       "name": "High-Quality Faces", 
            495       "state": "active", 
            496       "vocabulary_id": null 
            497     }, 
            498     { 
            499       "display_name": "High-Quality Images", 
            500       "id": "109fccfc-959f-4caf-9bcb-be64d86e67e6", 
            501       "name": "High-Quality Images", 
            502       "state": "active", 
            503       "vocabulary_id": null 
            504     }, 
            505     { 
            506       "display_name": "High-Resolution", 
            507       "id": "ce7b4a31-f32d-46e9-a7f4-9819e206514d", 
            508       "name": "High-Resolution", 
            509       "state": "active", 
            510       "vocabulary_id": null 
            511     }, 
            512     { 
            513       "display_name": "High-Resolution Image Generation", 
            514       "id": "4aa2ba95-f148-4250-9722-c084bf0483e6", 
            515       "name": "High-Resolution Image Generation", 
            516       "state": "active", 
            517       "vocabulary_id": null 
            518     }, 
            519     { 
            520       "display_name": "High-Resolution Images", 
            521       "id": "a2aadbd4-ab5f-422a-896d-d646e8ddc579", 
            522       "name": "High-Resolution Images", 
            523       "state": "active", 
            524       "vocabulary_id": null 
            525     }, 
            526     { 
            527       "display_name": "High-quality images", 
            528       "id": "9bca56de-fa2a-42ab-b4fa-acb08621546d", 
            529       "name": "High-quality images", 
            530       "state": "active", 
            531       "vocabulary_id": null 
            532     }, 
            533     { 
            534       "display_name": "High-resolution images", 
            535       "id": "d91b7e40-69a6-4c1c-8cc1-99ea57bef19e", 
            536       "name": "High-resolution images", 
            537       "state": "active", 
            538       "vocabulary_id": null 
            539     }, 
            540     { 
            541       "display_name": "Image Classification", 
            542       "id": "418e2ddf-a1d3-42ac-ad05-156f79ca8e22", 
            543       "name": "Image Classification", 
            544       "state": "active", 
            545       "vocabulary_id": null 
            546     }, 
            547     { 
            548       "display_name": "Image Compression", 
            549       "id": "9319a62c-672c-4d44-a6ef-7d18ec5ba2b7", 
            550       "name": "Image Compression", 
            551       "state": "active", 
            552       "vocabulary_id": null 
            553     }, 
            554     { 
            555       "display_name": "Image Dataset", 
            556       "id": "51aed645-6dd9-4e08-894a-10944ecefd8b", 
            557       "name": "Image Dataset", 
            558       "state": "active", 
            559       "vocabulary_id": null 
            560     }, 
            561     { 
            562       "display_name": "Image Generation", 
            563       "id": "a0db1a78-8e9a-494f-8d75-462dc3a45472", 
            564       "name": "Image Generation", 
            565       "state": "active", 
            566       "vocabulary_id": null 
            567     }, 
            568     { 
            569       "display_name": "Image Manipulation", 
            570       "id": "3d772642-5921-497a-85d3-3d27fd8c6620", 
            571       "name": "Image Manipulation", 
            572       "state": "active", 
            573       "vocabulary_id": null 
            574     }, 
            575     { 
            576       "display_name": "Image Super-Resolution", 
            577       "id": "02e51172-1a1f-4c06-8da2-efc1dec88d63", 
            578       "name": "Image Super-Resolution", 
            579       "state": "active", 
            580       "vocabulary_id": null 
            581     }, 
            582     { 
            583       "display_name": "Image Synthesis", 
            584       "id": "8977f03a-9e9f-411c-8e92-d17f6dc7a823", 
            585       "name": "Image Synthesis", 
            586       "state": "active", 
            587       "vocabulary_id": null 
            588     }, 
            589     { 
            590       "display_name": "Images", 
            591       "id": "b653d5cb-88da-4373-ae34-3b0b41d37fad", 
            592       "name": "Images", 
            593       "state": "active", 
            594       "vocabulary_id": null 
            595     }, 
            596     { 
            597       "display_name": "One-Shot", 
            598       "id": "49f05607-8012-4983-9e37-33ba756bfd6b", 
            599       "name": "One-Shot", 
            600       "state": "active", 
            601       "vocabulary_id": null 
            602     }, 
            603     { 
            604       "display_name": "Robustness", 
            605       "id": "39cb738c-1951-4088-8bf0-c6498955ec26", 
            606       "name": "Robustness", 
            607       "state": "active", 
            608       "vocabulary_id": null 
            609     }, 
            610     { 
            611       "display_name": "Subset", 
            612       "id": "7f084ab2-b8dc-4fb9-aac6-4f2e792ea010", 
            613       "name": "Subset", 
            614       "state": "active", 
            615       "vocabulary_id": null 
            616     }, 
            617     { 
            618       "display_name": "Unconditional Image Generation", 
            619       "id": "7484e800-dee6-4d17-81e7-ff72a2ad1882", 
            620       "name": "Unconditional Image Generation", 
            621       "state": "active", 
            622       "vocabulary_id": null 
            623     }, 
            624     { 
            625       "display_name": "arbitrary scale", 
            626       "id": "33155f88-c61e-4449-a8a7-e3a6647df3f5", 
            627       "name": "arbitrary scale", 
            628       "state": "active", 
            629       "vocabulary_id": null 
            630     }, 
            631     { 
            632       "display_name": "celeb-a-hq", 
            633       "id": "149985c1-c1e4-443f-b425-bf23d00ba430", 
            634       "name": "celeb-a-hq", 
            635       "state": "active", 
            636       "vocabulary_id": null 
            637     }, 
            638     { 
            639       "display_name": "celebA-HQ", 
            640       "id": "dda93593-19d9-4479-93b6-2522603140c6", 
            641       "name": "celebA-HQ", 
            642       "state": "active", 
            643       "vocabulary_id": null 
            644     }, 
            645     { 
            646       "display_name": "celebrity faces", 
            647       "id": "d5f8d9e3-d2e4-434b-8ec4-36cbda9ff99d", 
            648       "name": "celebrity faces", 
            649       "state": "active", 
            650       "vocabulary_id": null 
            651     }, 
            652     { 
            653       "display_name": "celebrity images", 
            654       "id": "1e953f05-e8e4-4d5a-9050-858d071e634f", 
            655       "name": "celebrity images", 
            656       "state": "active", 
            657       "vocabulary_id": null 
            658     }, 
            659     { 
            660       "display_name": "counterfactual manipulation", 
            661       "id": "743d47cd-23ef-4fa7-ad33-f6227b82776a", 
            662       "name": "counterfactual manipulation", 
            663       "state": "active", 
            664       "vocabulary_id": null 
            665     }, 
            666     { 
            667       "display_name": "diffusion models", 
            668       "id": "67686580-d41a-4e00-875a-494e99951342", 
            669       "name": "diffusion models", 
            670       "state": "active", 
            671       "vocabulary_id": null 
            672     }, 
            673     { 
            674       "display_name": "edge images", 
            675       "id": "95fb3c43-e9a5-4ceb-8743-9a91f01de7cf", 
            676       "name": "edge images", 
            677       "state": "active", 
            678       "vocabulary_id": null 
            679     }, 
            680     { 
            681       "display_name": "eyeglasses manipulation", 
            682       "id": "b20e965d-3153-4c6a-ae67-af255923c584", 
            683       "name": "eyeglasses manipulation", 
            684       "state": "active", 
            685       "vocabulary_id": null 
            686     }, 
            687     { 
            688       "display_name": "face animation", 
            689       "id": "ef8f0a83-ff69-45cb-b677-c39486b137a8", 
            690       "name": "face animation", 
            691       "state": "active", 
            692       "vocabulary_id": null 
            693     }, 
            694     { 
            695       "display_name": "face dataset", 
            696       "id": "cfdfac74-026d-4321-88c2-9a3fd52a3599", 
            697       "name": "face dataset", 
            698       "state": "active", 
            699       "vocabulary_id": null 
            700     }, 
            701     { 
            702       "display_name": "face generation", 
            703       "id": "1557c8db-5c6c-4226-b5d3-99d39a4f0d47", 
            704       "name": "face generation", 
            705       "state": "active", 
            706       "vocabulary_id": null 
            707     }, 
            708     { 
            709       "display_name": "face images", 
            710       "id": "fc0673fd-ab2f-49e6-9952-bbafe5b78928", 
            711       "name": "face images", 
            712       "state": "active", 
            713       "vocabulary_id": null 
            714     }, 
            715     { 
            716       "display_name": "face inpainting", 
            717       "id": "0cb356ca-7a57-4940-b609-851ee83318a0", 
            718       "name": "face inpainting", 
            719       "state": "active", 
            720       "vocabulary_id": null 
            721     }, 
            722     { 
            723       "display_name": "face manipulation", 
            724       "id": "163bf76b-f5e6-4862-b09d-bf7cc7df58f3", 
            725       "name": "face manipulation", 
            726       "state": "active", 
            727       "vocabulary_id": null 
            728     }, 
            729     { 
            730       "display_name": "face recognition", 
            731       "id": "d9db44c8-d71e-4fec-8b96-6cc8994d364a", 
            732       "name": "face recognition", 
            733       "state": "active", 
            734       "vocabulary_id": null 
            735     }, 
            736     { 
            737       "display_name": "face reconstruction", 
            738       "id": "24a7d041-1746-4261-8983-da6a4bab5546", 
            739       "name": "face reconstruction", 
            740       "state": "active", 
            741       "vocabulary_id": null 
            742     }, 
            743     { 
            744       "display_name": "face restoration", 
            745       "id": "ef238c88-5faa-40a2-8352-ba7828a2cee0", 
            746       "name": "face restoration", 
            747       "state": "active", 
            748       "vocabulary_id": null 
            749     }, 
            750     { 
            751       "display_name": "face synthesis", 
            752       "id": "8029c460-8185-47e5-a522-9a835792c618", 
            753       "name": "face synthesis", 
            754       "state": "active", 
            755       "vocabulary_id": null 
            756     }, 
            757     { 
            758       "display_name": "face upsampling", 
            759       "id": "ff820071-1d0d-463b-b056-f53e9a3b7681", 
            760       "name": "face upsampling", 
            761       "state": "active", 
            762       "vocabulary_id": null 
            763     }, 
            764     { 
            765       "display_name": "facial images", 
            766       "id": "d758f046-f889-4c11-8fb3-86c3eba24abd", 
            767       "name": "facial images", 
            768       "state": "active", 
            769       "vocabulary_id": null 
            770     }, 
            771     { 
            772       "display_name": "high-quality images", 
            773       "id": "3761d4b0-93f6-4548-bdb6-0e0881fc5a20", 
            774       "name": "high-quality images", 
            775       "state": "active", 
            776       "vocabulary_id": null 
            777     }, 
            778     { 
            779       "display_name": "high-resolution images", 
            780       "id": "7db94d19-8c98-4d54-ab6f-20ba6601b219", 
            781       "name": "high-resolution images", 
            782       "state": "active", 
            783       "vocabulary_id": null 
            784     }, 
            785     { 
            786       "display_name": "human faces", 
            787       "id": "d651083b-bba8-4efb-ba24-3a3e243eb592", 
            788       "name": "human faces", 
            789       "state": "active", 
            790       "vocabulary_id": null 
            791     }, 
            792     { 
            793       "display_name": "identity ambiguity", 
            794       "id": "a91040d6-a991-4f2c-befb-324cbc3a9488", 
            795       "name": "identity ambiguity", 
            796       "state": "active", 
            797       "vocabulary_id": null 
            798     }, 
            799     { 
            800       "display_name": "image dataset", 
            801       "id": "d3acafab-ad07-46a1-88d5-540c2fd41466", 
            802       "name": "image dataset", 
            803       "state": "active", 
            804       "vocabulary_id": null 
            805     }, 
            806     { 
            807       "display_name": "image editing", 
            808       "id": "a5bef083-e870-4248-a1d5-8b56e0443c91", 
            809       "name": "image editing", 
            810       "state": "active", 
            811       "vocabulary_id": null 
            812     }, 
            813     { 
            814       "display_name": "image generation", 
            815       "id": "96df81b4-32fd-4826-a903-affb005a0a60", 
            816       "name": "image generation", 
            817       "state": "active", 
            818       "vocabulary_id": null 
            819     }, 
            820     { 
            821       "display_name": "image inpainting", 73       "display_name": "improve training",
            822       "id": "526e0659-8527-49f7-a079-96ff9d3bb116", 74       "id": "11812762-30d9-4333-8d68-a5a1a167d1c8",
            823       "name": "image inpainting", 75       "name": "improve training",
            824       "state": "active", 
            825       "vocabulary_id": null 
            826     }, 
            827     { 
            828       "display_name": "image processing", 
            829       "id": "12b6291b-2e80-4736-935f-cc942880df77", 
            830       "name": "image processing", 
            831       "state": "active", 
            832       "vocabulary_id": null 
            833     }, 
            834     { 
            835       "display_name": "image synthesis", 
            836       "id": "c2b0a4a1-48f7-4f89-82b9-cd118596dfc5", 
            837       "name": "image synthesis", 
            838       "state": "active", 
            839       "vocabulary_id": null 
            840     }, 
            841     { 
            842       "display_name": "image translation", 
            843       "id": "a102641a-34a5-4407-9348-0eb766e65ad4", 
            844       "name": "image translation", 
            845       "state": "active", 
            846       "vocabulary_id": null 
            847     }, 
            848     { 
            849       "display_name": "image-to-image translation", 
            850       "id": "a50687f7-5df1-4300-9c8f-562430cbad99", 
            851       "name": "image-to-image translation", 
            852       "state": "active", 
            853       "vocabulary_id": null 
            854     }, 
            855     { 
            856       "display_name": "label annotations", 
            857       "id": "9c9a8456-ac88-4894-8d3b-a8231ed48a09", 
            858       "name": "label annotations", 
            859       "state": "active", 
            860       "vocabulary_id": null 
            861     }, 
            862     { 
            863       "display_name": "multi-modal contour conditions", 
            864       "id": "c8180972-adfd-48ed-85c5-64677655d5a8", 
            865       "name": "multi-modal contour conditions", 
            866       "state": "active", 
            867       "vocabulary_id": null 
            868     }, 
            869     { 
            870       "display_name": "unconditional image generation", 
            871       "id": "e3fc6f7f-96cf-4445-82a2-1bf886f9f8f7", 
            872       "name": "unconditional image generation", 
            873       "state": "active", 76       "state": "active",
            874       "vocabulary_id": null 77       "vocabulary_id": null
            875     } 78     }
            876   ], 79   ],
            t 877   "title": "CelebA-HQ", t 80   "title": "CelebA-hq",
            878   "type": "dataset", 81   "type": "dataset",
            879   "version": "" 82   "version": ""
            880 } 83 }