Changes

On December 2, 2024 at 10:29:14 PM UTC, admin:
Changed title to Fashion-Mnist (previously Fashion-MNIST)
Set author of Fashion-Mnist to Enlu Lin (previously Han Xiao)
Updated description of Fashion-Mnist from
Deep learning models often raise privacy concerns as they leak information about their training data. This enables an adversary to determine whether a data point was in a model’s training set by conducting a membership inference attack (MIA).
to
A binary imbalanced classification dataset with 28 × 28 grayscale images of 10 classes corresponding to fashion products.
Removed the following tags from Fashion-Mnist
Added tag Fashion Product Recognition to Fashion-Mnist
Changed value of field defined_in to in Fashion-Mnist
Changed value of field landing_page to https://www.fashion-mnist.s3-website.eu-central-1.amazonaws.com/ in Fashion-Mnist
Changed value of field citation to [] in Fashion-Mnist
Changed value of field extra_authors to [{'extra_author': 'Qiong Chen', 'orcid': ''}, {'extra_author': 'Xiaoming Qi', 'orcid': ''}] in Fashion-Mnist
Deleted resource Original Metadata from Fashion-Mnist
              
    
          
          
        
        
            f 1 { f 1 {
            2   "access_rights": "", 2   "access_rights": "",
            n 3   "author": "Han Xiao", n 3   "author": "Enlu Lin",
            4   "author_email": "", 4   "author_email": "",
            n 5   "citation": [ n 5   "citation": [],
            6     "https://doi.org/10.48550/arXiv.2404.10296", 
            7     "https://doi.org/10.1016/j.ins.2024.120500", 
            8     "https://doi.org/10.48550/arXiv.2105.06246", 
            9     "https://doi.org/10.48550/arXiv.2206.12342", 
            10     "https://doi.org/10.48550/arXiv.2310.03398", 
            11     "https://doi.org/10.48550/arXiv.2308.16665", 
            12     "https://doi.org/10.48550/arXiv.1805.07674", 
            13     "https://doi.org/10.48550/arXiv.1909.03388", 
            14     "https://doi.org/10.48550/arXiv.2310.03833", 
            15     "https://doi.org/10.48550/arXiv.1912.03049", 
            16     "https://doi.org/10.48550/arXiv.2008.09845", 
            17     "https://doi.org/10.48550/arXiv.1908.03015", 
            18     "https://doi.org/10.48550/arXiv.2004.03749", 
            19     "https://doi.org/10.48550/arXiv.2403.03149", 
            20     "https://doi.org/10.48550/arXiv.1805.05269", 
            21     "https://doi.org/10.48550/arXiv.1804.06537", 
            22     "https://doi.org/10.48550/arXiv.1904.10596", 
            23     "https://doi.org/10.48550/arXiv.2308.00307", 
            24     "https://doi.org/10.5121/csit.2021.110708", 
            25     "https://doi.org/10.48550/arXiv.2006.12456", 
            26     "https://doi.org/10.48550/arXiv.1811.08484", 
            27     "https://doi.org/10.48550/arXiv.2106.10704", 
            28     "https://doi.org/10.48550/arXiv.2305.08753", 
            29     "https://doi.org/10.48550/arXiv.2201.08022", 
            30     "https://doi.org/10.48550/arXiv.2402.16294", 
            31     "https://doi.org/10.48550/arXiv.2103.08074", 
            32     "https://doi.org/10.48550/arXiv.2309.01532", 
            33     "https://doi.org/10.48550/arXiv.2305.17644", 
            34     "https://doi.org/10.48550/arXiv.1710.07138", 
            35     "https://doi.org/10.48550/arXiv.1907.09750", 
            36     "https://doi.org/10.48550/arXiv.2103.10252", 
            37     "https://doi.org/10.1109/VIS54172.2023.00058", 
            38     "https://doi.org/10.48550/arXiv.1903.09171", 
            39     "https://doi.org/10.1587/transinf.2022EDL8098", 
            40     "https://doi.org/10.48550/arXiv.1912.01530", 
            41     "https://doi.org/10.48550/arXiv.2006.09654", 
            42     "https://doi.org/10.48550/arXiv.2009.07360", 
            43     "https://doi.org/10.48550/arXiv.1908.01052", 
            44     "https://doi.org/10.48550/arXiv.1906.11632", 
            45     "https://doi.org/10.48550/arXiv.2011.05578", 
            46     "https://doi.org/10.48550/arXiv.2207.05902", 
            47     "https://doi.org/10.48550/arXiv.2302.01500", 
            48     "https://doi.org/10.1109/ICMLA.2019.00125", 
            49     "https://doi.org/10.48550/arXiv.2006.05336", 
            50     "https://doi.org/10.48550/arXiv.2306.05256", 
            51     "https://doi.org/10.48550/arXiv.1902.04697", 
            52     "https://doi.org/10.48550/arXiv.2012.07399", 
            53     "https://doi.org/10.48550/arXiv.2204.08453", 
            54     "https://doi.org/10.48550/arXiv.2309.06652", 
            55     "https://doi.org/10.48550/arXiv.1905.09523", 
            56     "https://doi.org/10.1109/IJCNN52387.2021.9533862", 
            57     "https://doi.org/10.48550/arXiv.2112.06832", 
            58     "https://doi.org/10.48550/arXiv.2004.02581", 
            59     "https://doi.org/10.48550/arXiv.2301.06957", 
            60     "https://doi.org/10.48550/arXiv.2111.15099", 
            61     "https://doi.org/10.48550/arXiv.1806.03796", 
            62     "https://doi.org/10.48550/arXiv.1910.02760", 
            63     "https://doi.org/10.48550/arXiv.2207.09531", 
            64     "https://doi.org/10.48550/arXiv.1902.08297", 
            65     "https://doi.org/10.48550/arXiv.2205.15523", 
            66     "https://doi.org/10.1016/j.array.2022.100182", 
            67     "https://doi.org/10.1109/TII.2022.3170348", 
            68     "https://doi.org/10.48550/arXiv.2006.04535", 
            69     "https://doi.org/10.1109/LSP.2019.2915661", 
            70     "https://doi.org/10.48550/arXiv.2205.02887", 
            71     "https://doi.org/10.48550/arXiv.2107.12547", 
            72     "https://doi.org/10.48550/arXiv.2102.10749", 
            73     "https://doi.org/10.48550/arXiv.2306.05497" 
            74   ], 
            75   "creator_user_id": "17755db4-395a-4b3b-ac09-e8e3484ca700", 6   "creator_user_id": "17755db4-395a-4b3b-ac09-e8e3484ca700",
            n 76   "defined_in": "https://doi.org/10.48550/arXiv.2002.04829", n 7   "defined_in": "",
            77   "doi": "10.57702/09tnix2m", 8   "doi": "10.57702/09tnix2m",
            78   "doi_date_published": "2024-11-25", 9   "doi_date_published": "2024-11-25",
            79   "doi_publisher": "TIB", 10   "doi_publisher": "TIB",
            80   "doi_status": true, 11   "doi_status": true,
            81   "domain": "https://service.tib.eu/ldmservice", 12   "domain": "https://service.tib.eu/ldmservice",
            82   "extra_authors": [ 13   "extra_authors": [
            83     { 14     {
            n 84       "extra_author": "Kashif Rasul", n 15       "extra_author": "Qiong Chen",
            85       "orcid": "" 16       "orcid": ""
            86     }, 17     },
            87     { 18     {
            n 88       "extra_author": "Roland Vollgraf", n 19       "extra_author": "Xiaoming Qi",
            89       "orcid": "" 20       "orcid": ""
            90     } 21     }
            91   ], 22   ],
            92   "groups": [ 23   "groups": [
            n 93     { n 
            94       "description": "", 
            95       "display_name": "Clustering", 
            96       "id": "20ed4da8-7a35-429f-92a0-c7f30914289f", 
            97       "image_display_url": "", 
            98       "name": "clustering", 
            99       "title": "Clustering" 
            100     }, 
            101     { 
            102       "description": "", 
            103       "display_name": "Data Analysis", 
            104       "id": "35c3e6f8-4eea-4811-a1f6-66c5ba164f17", 
            105       "image_display_url": "", 
            106       "name": "data-analysis", 
            107       "title": "Data Analysis" 
            108     }, 
            109     { 
            110       "description": "", 
            111       "display_name": "Data Generation", 
            112       "id": "6339ea07-5bd0-4086-b3da-8574560dfd06", 
            113       "image_display_url": "", 
            114       "name": "data-generation", 
            115       "title": "Data Generation" 
            116     }, 
            117     { 
            118       "description": "", 
            119       "display_name": "Data-driven SFCs", 
            120       "id": "44088a78-703e-4d7e-a3f7-ce2a6eb7fc15", 
            121       "image_display_url": "", 
            122       "name": "data-driven-sfcs", 
            123       "title": "Data-driven SFCs" 
            124     }, 
            125     { 
            126       "description": "", 
            127       "display_name": "Fashion Image Classification", 
            128       "id": "277eb4df-0ba0-49de-9a84-271a0215b744", 
            129       "image_display_url": "", 
            130       "name": "fashion-image-classification", 
            131       "title": "Fashion Image Classification" 
            132     }, 
            133     { 
            134       "description": "", 
            135       "display_name": "Fashion Image Clustering", 
            136       "id": "9b23962d-57a5-4a67-b002-4072e64eef89", 
            137       "image_display_url": "", 
            138       "name": "fashion-image-clustering", 
            139       "title": "Fashion Image Clustering" 
            140     }, 
            141     { 
            142       "description": "", 
            143       "display_name": "Fashion Image Recognition", 
            144       "id": "d1c2672a-574c-48c9-8e74-b6e5ec173573", 
            145       "image_display_url": "", 
            146       "name": "fashion-image-recognition", 
            147       "title": "Fashion Image Recognition" 
            148     }, 
            149     { 
            150       "description": "", 
            151       "display_name": "Fashion Images", 
            152       "id": "3b42fdf9-32c6-4685-b1cb-465ac9fc72e6", 
            153       "image_display_url": "", 
            154       "name": "fashion-images", 
            155       "title": "Fashion Images" 
            156     }, 
            157     { 
            158       "description": "", 
            159       "display_name": "Fashion Products", 
            160       "id": "b442bece-3635-47dd-893c-8a0e8187bd45", 
            161       "image_display_url": "", 
            162       "name": "fashion-products", 
            163       "title": "Fashion Products" 
            164     }, 
            165     { 24     {
            166       "description": "", 25       "description": "",
            167       "display_name": "Image Classification", 26       "display_name": "Image Classification",
            168       "id": "18b77292-26aa-4caf-89ed-cbd35fa60474", 27       "id": "18b77292-26aa-4caf-89ed-cbd35fa60474",
            169       "image_display_url": "", 28       "image_display_url": "",
            170       "name": "image-classification", 29       "name": "image-classification",
            171       "title": "Image Classification" 30       "title": "Image Classification"
            n 172     }, n 
            173     { 
            174       "description": "", 
            175       "display_name": "Image Compression", 
            176       "id": "094941e1-ba8a-4742-a18e-4da139345758", 
            177       "image_display_url": "", 
            178       "name": "image-compression", 
            179       "title": "Image Compression" 
            180     }, 
            181     { 
            182       "description": "", 
            183       "display_name": "Image Dataset", 
            184       "id": "fc745cca-b21e-4ced-ba81-06a456938edf", 
            185       "image_display_url": "", 
            186       "name": "image-dataset", 
            187       "title": "Image Dataset" 
            188     }, 
            189     { 
            190       "description": "", 
            191       "display_name": "Image Generation", 
            192       "id": "be25a76c-def1-4e73-8b1c-b81222d63867", 
            193       "image_display_url": "", 
            194       "name": "image-generation", 
            195       "title": "Image Generation" 
            196     }, 
            197     { 
            198       "description": "", 
            199       "display_name": "Image Reconstruction", 
            200       "id": "a5660c19-3526-4e91-a26d-cf3cd40fe985", 
            201       "image_display_url": "", 
            202       "name": "image-reconstruction", 
            203       "title": "Image Reconstruction" 
            204     }, 
            205     { 
            206       "description": "", 
            207       "display_name": "Image Synthesis", 
            208       "id": "8b89ca6b-96f7-439b-8045-febd38230620", 
            209       "image_display_url": "", 
            210       "name": "image-synthesis", 
            211       "title": "Image Synthesis" 
            212     }, 
            213     { 
            214       "description": "", 
            215       "display_name": "Images", 
            216       "id": "45883730-52c6-44ac-bea8-d50c9cbc8882", 
            217       "image_display_url": "", 
            218       "name": "images", 
            219       "title": "Images" 
            220     }, 
            221     { 
            222       "description": "", 
            223       "display_name": "Mode Coverage", 
            224       "id": "e7e4eaf4-2fca-4d0e-a157-5a45ff96feca", 
            225       "image_display_url": "", 
            226       "name": "mode-coverage", 
            227       "title": "Mode Coverage" 
            228     }, 
            229     { 
            230       "description": "", 
            231       "display_name": "Object Detection", 
            232       "id": "ca2cb1af-d31c-49b0-a1dd-62b22f2b9e20", 
            233       "image_display_url": "", 
            234       "name": "object-detection", 
            235       "title": "Object Detection" 
            236     }, 
            237     { 
            238       "description": "", 
            239       "display_name": "Regression", 
            240       "id": "36d9eacb-af2f-490b-a390-0dffafc2b613", 
            241       "image_display_url": "", 
            242       "name": "regression", 
            243       "title": "Regression" 
            244     } 31     }
            245   ], 32   ],
            246   "id": "e2ec2721-ee1d-4654-a765-bacb94f0b4ff", 33   "id": "e2ec2721-ee1d-4654-a765-bacb94f0b4ff",
            247   "isopen": false, 34   "isopen": false,
            n 248   "landing_page": "https://fashion-mnist.s3.eu-west-2.amazonaws.com/", n 35   "landing_page": 
            36 "https://www.fashion-mnist.s3-website.eu-central-1.amazonaws.com/",
            249   "license_title": null, 37   "license_title": null,
            250   "link_orkg": "", 38   "link_orkg": "",
            251   "metadata_created": "2024-11-25T14:21:53.155983", 39   "metadata_created": "2024-11-25T14:21:53.155983",
            n 252   "metadata_modified": "2024-12-02T17:43:26.065973", n 40   "metadata_modified": "2024-12-02T22:29:13.240834",
            253   "name": "fashion-mnist", 41   "name": "fashion-mnist",
            n 254   "notes": "Deep learning models often raise privacy concerns as they  n 42   "notes": "A binary imbalanced classification dataset with 28 \u00d7 
            255 leak information about their training data. This enables an adversary  43 28 grayscale images of 10 classes corresponding to fashion products.",
            256 to determine whether a data point was in a model\u2019s training set  
            257 by conducting a membership inference attack (MIA).", 
            258   "num_resources": 1, 44   "num_resources": 0,
            259   "num_tags": 65, 45   "num_tags": 2,
            260   "organization": { 46   "organization": {
            261     "approval_status": "approved", 47     "approval_status": "approved",
            262     "created": "2024-11-25T12:11:38.292601", 48     "created": "2024-11-25T12:11:38.292601",
            263     "description": "", 49     "description": "",
            264     "id": "079d46db-32df-4b48-91f3-0a8bc8f69559", 50     "id": "079d46db-32df-4b48-91f3-0a8bc8f69559",
            265     "image_url": "", 51     "image_url": "",
            266     "is_organization": true, 52     "is_organization": true,
            267     "name": "no-organization", 53     "name": "no-organization",
            268     "state": "active", 54     "state": "active",
            269     "title": "No Organization", 55     "title": "No Organization",
            270     "type": "organization" 56     "type": "organization"
            271   }, 57   },
            272   "owner_org": "079d46db-32df-4b48-91f3-0a8bc8f69559", 58   "owner_org": "079d46db-32df-4b48-91f3-0a8bc8f69559",
            273   "private": false, 59   "private": false,
            274   "relationships_as_object": [], 60   "relationships_as_object": [],
            275   "relationships_as_subject": [], 61   "relationships_as_subject": [],
            n 276   "resources": [ n 62   "resources": [],
            277     { 
            278       "cache_last_updated": null, 
            279       "cache_url": null, 
            280       "created": "2024-12-02T18:38:42", 
            281       "data": [ 
            282         "dcterms:title", 
            283         "dcterms:accessRights", 
            284         "dcterms:creator", 
            285         "dcterms:description", 
            286         "dcterms:issued", 
            287         "dcterms:language", 
            288         "dcterms:identifier", 
            289         "dcat:theme", 
            290         "dcterms:type", 
            291         "dcat:keyword", 
            292         "dcat:landingPage", 
            293         "dcterms:hasVersion", 
            294         "dcterms:format", 
            295         "mls:task", 
            296         "datacite:isDescribedBy" 
            297       ], 
            298       "description": "The json representation of the dataset with its  
            299 distributions based on DCAT.", 
            300       "format": "JSON", 
            301       "hash": "", 
            302       "id": "f3960fc1-44e7-464f-8e97-81483649baa0", 
            303       "last_modified": "2024-12-02T17:43:26.049227", 
            304       "metadata_modified": "2024-12-02T17:43:26.069092", 
            305       "mimetype": "application/json", 
            306       "mimetype_inner": null, 
            307       "name": "Original Metadata", 
            308       "package_id": "e2ec2721-ee1d-4654-a765-bacb94f0b4ff", 
            309       "position": 0, 
            310       "resource_type": null, 
            311       "size": 4754, 
            312       "state": "active", 
            313       "url":  
            314 resource/f3960fc1-44e7-464f-8e97-81483649baa0/download/metadata.json", 
            315       "url_type": "upload" 
            316     } 
            317   ], 
            318   "services_used_list": "", 63   "services_used_list": "",
            319   "state": "active", 64   "state": "active",
            320   "tags": [ 65   "tags": [
            321     { 66     {
            n 322       "display_name": "10 classes", n 
            323       "id": "27184294-34cf-4db9-bd03-124330f0f1ae", 
            324       "name": "10 classes", 
            325       "state": "active", 
            326       "vocabulary_id": null 
            327     }, 
            328     { 
            329       "display_name": "28x28 images", 
            330       "id": "2695c5dc-b056-48a7-8e82-20b10db74daf", 
            331       "name": "28x28 images", 
            332       "state": "active", 
            333       "vocabulary_id": null 
            334     }, 
            335     { 
            336       "display_name": "Clothing", 
            337       "id": "4549dd6c-375d-47b7-bf42-62c970a579b0", 
            338       "name": "Clothing", 
            339       "state": "active", 
            340       "vocabulary_id": null 
            341     }, 
            342     { 
            343       "display_name": "Clustering", 
            344       "id": "7aa3309d-1ff8-4a9e-afce-b68ebd1363d6", 
            345       "name": "Clustering", 
            346       "state": "active", 
            347       "vocabulary_id": null 
            348     }, 
            349     { 
            350       "display_name": "Computer Vision", 
            351       "id": "77b96eda-8a43-406f-9c54-d87b14f3f63e", 
            352       "name": "Computer Vision", 
            353       "state": "active", 
            354       "vocabulary_id": null 
            355     }, 
            356     { 
            357       "display_name": "Data Analysis", 
            358       "id": "82ecaa33-5339-4a11-81a4-c54e2f9ffe09", 
            359       "name": "Data Analysis", 
            360       "state": "active", 
            361       "vocabulary_id": null 
            362     }, 
            363     { 
            364       "display_name": "Dataset", 
            365       "id": "81587eb2-9569-4a4b-83c8-0e2ac78e7e3b", 
            366       "name": "Dataset", 
            367       "state": "active", 
            368       "vocabulary_id": null 
            369     }, 
            370     { 
            371       "display_name": "Deep Learning", 
            372       "id": "3feb7b21-e049-4dca-9372-0d438c483f6a", 
            373       "name": "Deep Learning", 
            374       "state": "active", 
            375       "vocabulary_id": null 
            376     }, 
            377     { 
            378       "display_name": "Fashion", 
            379       "id": "60b92d10-0ed2-47a6-9b9d-12224d07e8f4", 
            380       "name": "Fashion", 
            381       "state": "active", 
            382       "vocabulary_id": null 
            383     }, 
            384     { 
            385       "display_name": "Fashion Image Classification", 
            386       "id": "503016d4-b9f9-42e7-b2ca-5e6e7790cffb", 
            387       "name": "Fashion Image Classification", 
            388       "state": "active", 
            389       "vocabulary_id": null 
            390     }, 
            391     { 
            392       "display_name": "Fashion Image Recognition", 
            393       "id": "c952e276-c23e-42be-8764-d837d5fae026", 
            394       "name": "Fashion Image Recognition", 
            395       "state": "active", 
            396       "vocabulary_id": null 
            397     }, 
            398     { 
            399       "display_name": "Fashion Images", 
            400       "id": "73e43cea-1b39-499d-ad80-1951e230e8fe", 
            401       "name": "Fashion Images", 
            402       "state": "active", 
            403       "vocabulary_id": null 
            404     }, 
            405     { 
            406       "display_name": "Fashion MNIST", 
            407       "id": "481cb1c1-ca49-4b9c-a2e2-79956658a317", 
            408       "name": "Fashion MNIST", 
            409       "state": "active", 
            410       "vocabulary_id": null 
            411     }, 
            412     { 
            413       "display_name": "Fashion Products", 
            414       "id": "4b81d71c-001e-40c5-9cfb-25b904185b27", 
            415       "name": "Fashion Products", 
            416       "state": "active", 
            417       "vocabulary_id": null 
            418     }, 
            419     { 
            420       "display_name": "Fashion Recognition", 67       "display_name": "Fashion Product Recognition",
            421       "id": "bda3d6c5-e4bb-424d-9840-4001ceb94894", 68       "id": "5426861e-708c-46d7-9190-a9104b2f73a8",
            422       "name": "Fashion Recognition", 69       "name": "Fashion Product Recognition",
            423       "state": "active", 
            424       "vocabulary_id": null 
            425     }, 
            426     { 
            427       "display_name": "Fashion images", 
            428       "id": "a8d05a3e-743d-40c4-9f29-daf376f43a62", 
            429       "name": "Fashion images", 
            430       "state": "active", 
            431       "vocabulary_id": null 
            432     }, 
            433     { 
            434       "display_name": "Fashion products", 
            435       "id": "1b8aeded-a287-4d97-b330-498829b3c5fb", 
            436       "name": "Fashion products", 
            437       "state": "active", 
            438       "vocabulary_id": null 
            439     }, 
            440     { 
            441       "display_name": "Fashion-MNIST", 
            442       "id": "25de34be-be41-4a78-8a71-7c842dd33717", 
            443       "name": "Fashion-MNIST", 
            444       "state": "active", 
            445       "vocabulary_id": null 
            446     }, 
            447     { 
            448       "display_name": "Fashion-MNIST Dataset", 
            449       "id": "15a8a1c6-f72d-495c-9cba-cd62021cc55c", 
            450       "name": "Fashion-MNIST Dataset", 
            451       "state": "active", 
            452       "vocabulary_id": null 
            453     }, 
            454     { 
            455       "display_name": "Grayscale Images", 
            456       "id": "fd68d4a5-f7cd-4857-a2b2-2b42062da0ed", 
            457       "name": "Grayscale Images", 
            458       "state": "active", 
            459       "vocabulary_id": null 
            460     }, 
            461     { 
            462       "display_name": "Handwritten Digits", 
            463       "id": "b3c7b8c0-33b0-41bd-808c-86ddf60ea462", 
            464       "name": "Handwritten Digits", 
            465       "state": "active", 
            466       "vocabulary_id": null 
            467     }, 
            468     { 
            469       "display_name": "Handwritten digits", 
            470       "id": "c9588036-f297-4a2e-973c-aa8edc53c915", 
            471       "name": "Handwritten digits", 
            472       "state": "active", 70       "state": "active",
            473       "vocabulary_id": null 71       "vocabulary_id": null
            474     }, 72     },
            475     { 73     {
            476       "display_name": "Image Classification", 74       "display_name": "Image Classification",
            477       "id": "418e2ddf-a1d3-42ac-ad05-156f79ca8e22", 75       "id": "418e2ddf-a1d3-42ac-ad05-156f79ca8e22",
            478       "name": "Image Classification", 76       "name": "Image Classification",
            479       "state": "active", 77       "state": "active",
            480       "vocabulary_id": null 78       "vocabulary_id": null
            n 481     }, n 
            482     { 
            483       "display_name": "Image Clustering", 
            484       "id": "297c9070-e77d-409a-a54d-b2bb9de447a4", 
            485       "name": "Image Clustering", 
            486       "state": "active", 
            487       "vocabulary_id": null 
            488     }, 
            489     { 
            490       "display_name": "Image Compression", 
            491       "id": "9319a62c-672c-4d44-a6ef-7d18ec5ba2b7", 
            492       "name": "Image Compression", 
            493       "state": "active", 
            494       "vocabulary_id": null 
            495     }, 
            496     { 
            497       "display_name": "Image Dataset", 
            498       "id": "51aed645-6dd9-4e08-894a-10944ecefd8b", 
            499       "name": "Image Dataset", 
            500       "state": "active", 
            501       "vocabulary_id": null 
            502     }, 
            503     { 
            504       "display_name": "Image Reconstruction", 
            505       "id": "58a95e75-15cc-4634-ba1c-d89302691ee4", 
            506       "name": "Image Reconstruction", 
            507       "state": "active", 
            508       "vocabulary_id": null 
            509     }, 
            510     { 
            511       "display_name": "Image Synthesis", 
            512       "id": "8977f03a-9e9f-411c-8e92-d17f6dc7a823", 
            513       "name": "Image Synthesis", 
            514       "state": "active", 
            515       "vocabulary_id": null 
            516     }, 
            517     { 
            518       "display_name": "Image classification", 
            519       "id": "786db19f-59bd-48ee-96c8-dfff6df61746", 
            520       "name": "Image classification", 
            521       "state": "active", 
            522       "vocabulary_id": null 
            523     }, 
            524     { 
            525       "display_name": "Images", 
            526       "id": "b653d5cb-88da-4373-ae34-3b0b41d37fad", 
            527       "name": "Images", 
            528       "state": "active", 
            529       "vocabulary_id": null 
            530     }, 
            531     { 
            532       "display_name": "Label Noise", 
            533       "id": "6bf19170-c5df-49c6-aa6b-8cded9ebbdaa", 
            534       "name": "Label Noise", 
            535       "state": "active", 
            536       "vocabulary_id": null 
            537     }, 
            538     { 
            539       "display_name": "MNIST", 
            540       "id": "838793b8-c317-4ab1-a17a-da040a636305", 
            541       "name": "MNIST", 
            542       "state": "active", 
            543       "vocabulary_id": null 
            544     }, 
            545     { 
            546       "display_name": "MNIST Dataset", 
            547       "id": "1a0b4693-071e-41df-a03c-1b8d00c688b2", 
            548       "name": "MNIST Dataset", 
            549       "state": "active", 
            550       "vocabulary_id": null 
            551     }, 
            552     { 
            553       "display_name": "Machine learning benchmark", 
            554       "id": "cd94d104-b772-40b5-8951-e28f5d5dfc34", 
            555       "name": "Machine learning benchmark", 
            556       "state": "active", 
            557       "vocabulary_id": null 
            558     }, 
            559     { 
            560       "display_name": "Multiclass Learning", 
            561       "id": "68be6649-159a-41ed-ad43-6ab35e7426bb", 
            562       "name": "Multiclass Learning", 
            563       "state": "active", 
            564       "vocabulary_id": null 
            565     }, 
            566     { 
            567       "display_name": "Neural Networks", 
            568       "id": "b8e60d98-1c66-40d1-b944-74216c2bd378", 
            569       "name": "Neural Networks", 
            570       "state": "active", 
            571       "vocabulary_id": null 
            572     }, 
            573     { 
            574       "display_name": "Space-filling Curves", 
            575       "id": "54385023-c9d2-4f31-81b0-ef0d06ba4cdb", 
            576       "name": "Space-filling Curves", 
            577       "state": "active", 
            578       "vocabulary_id": null 
            579     }, 
            580     { 
            581       "display_name": "Turbid Media", 
            582       "id": "8f46f431-ab4b-4c3f-ad1a-ac0bacfa3010", 
            583       "name": "Turbid Media", 
            584       "state": "active", 
            585       "vocabulary_id": null 
            586     }, 
            587     { 
            588       "display_name": "Variational Autoencoders", 
            589       "id": "971a62a2-3ca1-47bb-8737-4b4f4cef03ff", 
            590       "name": "Variational Autoencoders", 
            591       "state": "active", 
            592       "vocabulary_id": null 
            593     }, 
            594     { 
            595       "display_name": "article of clothing", 
            596       "id": "30353e7f-95c5-4cf1-a3bd-c453021e59da", 
            597       "name": "article of clothing", 
            598       "state": "active", 
            599       "vocabulary_id": null 
            600     }, 
            601     { 
            602       "display_name": "articles of clothing", 
            603       "id": "829c55fe-480c-4bc8-86b0-66fb24d43476", 
            604       "name": "articles of clothing", 
            605       "state": "active", 
            606       "vocabulary_id": null 
            607     }, 
            608     { 
            609       "display_name": "benchmarking", 
            610       "id": "d9f3d223-10a3-41fb-9231-bed79d8943c0", 
            611       "name": "benchmarking", 
            612       "state": "active", 
            613       "vocabulary_id": null 
            614     }, 
            615     { 
            616       "display_name": "clothing items", 
            617       "id": "fc9567f4-ab18-4317-aa6b-ec5ebac2a731", 
            618       "name": "clothing items", 
            619       "state": "active", 
            620       "vocabulary_id": null 
            621     }, 
            622     { 
            623       "display_name": "clothing recognition", 
            624       "id": "0e87a0f8-fba9-450a-9c61-38bda939747b", 
            625       "name": "clothing recognition", 
            626       "state": "active", 
            627       "vocabulary_id": null 
            628     }, 
            629     { 
            630       "display_name": "context", 
            631       "id": "201a528e-8e79-4e2f-bdd4-08d8be4d1a14", 
            632       "name": "context", 
            633       "state": "active", 
            634       "vocabulary_id": null 
            635     }, 
            636     { 
            637       "display_name": "data generation", 
            638       "id": "19197a49-84ae-4e84-9adc-4259511072e0", 
            639       "name": "data generation", 
            640       "state": "active", 
            641       "vocabulary_id": null 
            642     }, 
            643     { 
            644       "display_name": "deep learning", 
            645       "id": "19e41883-3799-4184-9e0e-26c95795b119", 
            646       "name": "deep learning", 
            647       "state": "active", 
            648       "vocabulary_id": null 
            649     }, 
            650     { 
            651       "display_name": "fashion", 
            652       "id": "d0cb2d67-aeb2-4629-bc32-db590d2dbef1", 
            653       "name": "fashion", 
            654       "state": "active", 
            655       "vocabulary_id": null 
            656     }, 
            657     { 
            658       "display_name": "fashion image classification", 
            659       "id": "e75da055-f7dd-42fe-ad8d-e1d84cda8674", 
            660       "name": "fashion image classification", 
            661       "state": "active", 
            662       "vocabulary_id": null 
            663     }, 
            664     { 
            665       "display_name": "fashion images", 
            666       "id": "d0b75716-748f-429e-a546-cee6ae2ac23d", 
            667       "name": "fashion images", 
            668       "state": "active", 
            669       "vocabulary_id": null 
            670     }, 
            671     { 
            672       "display_name": "fashion items", 
            673       "id": "03876056-d325-4070-9734-7df3666347a8", 
            674       "name": "fashion items", 
            675       "state": "active", 
            676       "vocabulary_id": null 
            677     }, 
            678     { 
            679       "display_name": "fashion mnist", 
            680       "id": "391380c6-71cf-4837-ad6b-0c4eeccb80e1", 
            681       "name": "fashion mnist", 
            682       "state": "active", 
            683       "vocabulary_id": null 
            684     }, 
            685     { 
            686       "display_name": "fashion products", 
            687       "id": "18d81f16-7aec-4f30-8ca1-b46136bfc0fa", 
            688       "name": "fashion products", 
            689       "state": "active", 
            690       "vocabulary_id": null 
            691     }, 
            692     { 
            693       "display_name": "fashion-mnist", 
            694       "id": "fe6ec053-2b2c-4a1f-b04b-81b45737e1d1", 
            695       "name": "fashion-mnist", 
            696       "state": "active", 
            697       "vocabulary_id": null 
            698     }, 
            699     { 
            700       "display_name": "fashion-related items", 
            701       "id": "c4b743f6-331d-4ba6-b14e-71b9095d6d2d", 
            702       "name": "fashion-related items", 
            703       "state": "active", 
            704       "vocabulary_id": null 
            705     }, 
            706     { 
            707       "display_name": "gray-scale images", 
            708       "id": "184c64af-d895-4398-bc32-ad64bb7cbdb3", 
            709       "name": "gray-scale images", 
            710       "state": "active", 
            711       "vocabulary_id": null 
            712     }, 
            713     { 
            714       "display_name": "grayscale images", 
            715       "id": "048a064a-b106-4ed1-8fce-f4601e87883d", 
            716       "name": "grayscale images", 
            717       "state": "active", 
            718       "vocabulary_id": null 
            719     }, 
            720     { 
            721       "display_name": "handwritten digits", 
            722       "id": "4b365062-55da-4f9e-ac9c-6e1a6e3dc58f", 
            723       "name": "handwritten digits", 
            724       "state": "active", 
            725       "vocabulary_id": null 
            726     }, 
            727     { 
            728       "display_name": "image classification", 
            729       "id": "34936550-ce1a-41b5-8c58-23081a6c673d", 
            730       "name": "image classification", 
            731       "state": "active", 
            732       "vocabulary_id": null 
            733     }, 
            734     { 
            735       "display_name": "image generation", 
            736       "id": "96df81b4-32fd-4826-a903-affb005a0a60", 
            737       "name": "image generation", 
            738       "state": "active", 
            739       "vocabulary_id": null 
            740     }, 
            741     { 
            742       "display_name": "mnist", 
            743       "id": "dcd90d91-b7f1-4680-a134-11d322bf169e", 
            744       "name": "mnist", 
            745       "state": "active", 
            746       "vocabulary_id": null 
            747     }, 
            748     { 
            749       "display_name": "mode coverage", 
            750       "id": "f78a7750-6225-4cd8-a2d1-cb89727fe716", 
            751       "name": "mode coverage", 
            752       "state": "active", 
            753       "vocabulary_id": null 
            754     }, 
            755     { 
            756       "display_name": "novel dataset", 
            757       "id": "fcda8944-7908-4675-b981-2829050d5349", 
            758       "name": "novel dataset", 
            759       "state": "active", 
            760       "vocabulary_id": null 
            761     }, 
            762     { 
            763       "display_name": "object detection", 
            764       "id": "607283c7-9e12-4167-9101-7f8078fb6537", 
            765       "name": "object detection", 
            766       "state": "active", 
            767       "vocabulary_id": null 
            768     }, 
            769     { 
            770       "display_name": "regression", 
            771       "id": "a1cdd080-ae6d-4393-b574-05dad39cd78b", 
            772       "name": "regression", 
            773       "state": "active", 
            774       "vocabulary_id": null 
            775     } 79     }
            776   ], 80   ],
            t 777   "title": "Fashion-MNIST", t 81   "title": "Fashion-Mnist",
            778   "type": "dataset", 82   "type": "dataset",
            779   "version": "" 83   "version": ""
            780 } 84 }