Changes

On December 2, 2024 at 10:28:53 PM UTC, admin:
Changed title to CamVid (previously Camvid)
Updated description of CamVid from
The Camvid dataset is a benchmark for semantic segmentation.
to
The dataset used in the paper is a pre-trained ResNet-50 classiﬁer, which is used for image synthesis, unpaired image-to-image translation, and feature similarity estimation.
Removed tag Camvid from CamVid
Added the following tags to CamVid
Changed value of field defined_in to https://doi.org/10.48550/arXiv.2107.02393 in CamVid
Changed value of field extra_authors to [{'extra_author': 'J. Shotton', 'orcid': ''}, {'extra_author': 'J. Fauqueur', 'orcid': ''}, {'extra_author': 'R. Cipolla', 'orcid': ''}] in CamVid
Changed value of field citation to ['https://doi.org/10.48550/arXiv.2007.05441', 'https://doi.org/10.48550/arXiv.1907.11357', 'https://doi.org/10.1109/TITS.2019.2922252', 'https://doi.org/10.48550/arXiv.2402.02430', 'https://doi.org/10.48550/arXiv.1909.00179', 'https://doi.org/10.48550/arXiv.1811.08201', 'https://doi.org/10.48550/arXiv.2006.02706', 'https://doi.org/10.48550/arXiv.2103.12212', 'https://doi.org/10.48550/arXiv.2002.07317', 'https://doi.org/10.48550/arXiv.1807.06132'] in CamVid
Changed value of field landing_page to https://www.robots.ox.ac.uk/~vgg/data/camvid/ in CamVid
Deleted resource Original Metadata from CamVid
              
    
          
          
        
        
            f 1 { f 1 {
            2   "access_rights": "", 2   "access_rights": "",
            3   "author": "G. J. Brostow", 3   "author": "G. J. Brostow",
            4   "author_email": "", 4   "author_email": "",
            n 5   "citation": [], n 5   "citation": [
            6     "https://doi.org/10.48550/arXiv.2007.05441",
            7     "https://doi.org/10.48550/arXiv.1907.11357",
            8     "https://doi.org/10.1109/TITS.2019.2922252",
            9     "https://doi.org/10.48550/arXiv.2402.02430",
            10     "https://doi.org/10.48550/arXiv.1909.00179",
            11     "https://doi.org/10.48550/arXiv.1811.08201",
            12     "https://doi.org/10.48550/arXiv.2006.02706",
            13     "https://doi.org/10.48550/arXiv.2103.12212",
            14     "https://doi.org/10.48550/arXiv.2002.07317",
            15     "https://doi.org/10.48550/arXiv.1807.06132"
            16   ],
            6   "creator_user_id": "17755db4-395a-4b3b-ac09-e8e3484ca700", 17   "creator_user_id": "17755db4-395a-4b3b-ac09-e8e3484ca700",
            n 7   "defined_in": "https://doi.org/10.48550/arXiv.2211.01999", n 18   "defined_in": "https://doi.org/10.48550/arXiv.2107.02393",
            8   "doi": "10.57702/t0wqghr8", 19   "doi": "10.57702/t0wqghr8",
            9   "doi_date_published": "2024-12-02", 20   "doi_date_published": "2024-12-02",
            10   "doi_publisher": "TIB", 21   "doi_publisher": "TIB",
            11   "doi_status": true, 22   "doi_status": true,
            12   "domain": "https://service.tib.eu/ldmservice", 23   "domain": "https://service.tib.eu/ldmservice",
            13   "extra_authors": [ 24   "extra_authors": [
            14     { 25     {
            n n 26       "extra_author": "J. Shotton",
            27       "orcid": ""
            28     },
            29     {
            15       "extra_author": "J. Fauqueur", 30       "extra_author": "J. Fauqueur",
            16       "orcid": "" 31       "orcid": ""
            17     }, 32     },
            18     { 33     {
            19       "extra_author": "R. Cipolla", 34       "extra_author": "R. Cipolla",
            20       "orcid": "" 35       "orcid": ""
            21     } 36     }
            22   ], 37   ],
            23   "groups": [ 38   "groups": [
            24     { 39     {
            25       "description": "", 40       "description": "",
            n n 41       "display_name": "Driving Scenes",
            42       "id": "7161187e-37a9-4007-83ab-d2266774e99f",
            43       "image_display_url": "",
            44       "name": "driving-scenes",
            45       "title": "Driving Scenes"
            46     },
            47     {
            48       "description": "",
            26       "display_name": "Image Segmentation", 49       "display_name": "Image Segmentation",
            27       "id": "7c8cc5f1-a9b2-4924-82ec-9e3aa3049a04", 50       "id": "7c8cc5f1-a9b2-4924-82ec-9e3aa3049a04",
            28       "image_display_url": "", 51       "image_display_url": "",
            29       "name": "image-segmentation", 52       "name": "image-segmentation",
            30       "title": "Image Segmentation" 53       "title": "Image Segmentation"
            31     }, 54     },
            32     { 55     {
            33       "description": "", 56       "description": "",
            n n 57       "display_name": "Road Scene Segmentation",
            58       "id": "a340ee3d-565b-47f3-84dd-79a1ef6dd6ed",
            59       "image_display_url": "",
            60       "name": "road-scene-segmentation",
            61       "title": "Road Scene Segmentation"
            62     },
            63     {
            64       "description": "",
            65       "display_name": "Road Scene Understanding",
            66       "id": "45770b84-19ee-4212-8582-7e305365dbd4",
            67       "image_display_url": "",
            68       "name": "road-scene-understanding",
            69       "title": "Road Scene Understanding"
            70     },
            71     {
            72       "description": "",
            34       "display_name": "Semantic Segmentation", 73       "display_name": "Semantic Segmentation",
            35       "id": "8c3f2eee-f5f9-464d-9c0a-1a5e7a925c0e", 74       "id": "8c3f2eee-f5f9-464d-9c0a-1a5e7a925c0e",
            36       "image_display_url": "", 75       "image_display_url": "",
            37       "name": "semantic-segmentation", 76       "name": "semantic-segmentation",
            38       "title": "Semantic Segmentation" 77       "title": "Semantic Segmentation"
            n n 78     },
            79     {
            80       "description": "",
            81       "display_name": "Street Scene",
            82       "id": "57fcc6f4-7bd9-4c4b-98d7-ab78a6dc12bc",
            83       "image_display_url": "",
            84       "name": "street-scene",
            85       "title": "Street Scene"
            86     },
            87     {
            88       "description": "",
            89       "display_name": "Urban Scene Semantic Segmentation",
            90       "id": "6a5def43-0204-484c-afb5-e9098a47da7a",
            91       "image_display_url": "",
            92       "name": "urban-scene-semantic-segmentation",
            93       "title": "Urban Scene Semantic Segmentation"
            94     },
            95     {
            96       "description": "",
            97       "display_name": "Urban Scenes",
            98       "id": "d7d4a119-6e09-4355-81f3-e828abe0adcc",
            99       "image_display_url": "",
            100       "name": "urban-scenes",
            101       "title": "Urban Scenes"
            102     },
            103     {
            104       "description": "",
            105       "display_name": "Video Segmentation",
            106       "id": "c96fadcb-3e8c-4ce6-abe8-1a388c84a991",
            107       "image_display_url": "",
            108       "name": "video-segmentation",
            109       "title": "Video Segmentation"
            39     } 110     }
            40   ], 111   ],
            41   "id": "665b1f3c-612c-4ace-bc5a-f083b217c99c", 112   "id": "665b1f3c-612c-4ace-bc5a-f083b217c99c",
            42   "isopen": false, 113   "isopen": false,
            n 43   "landing_page": "http://www.robots.ox.ac.uk/~vgg/data/camvid/", n 114   "landing_page": "https://www.robots.ox.ac.uk/~vgg/data/camvid/",
            44   "license_title": null, 115   "license_title": null,
            45   "link_orkg": "", 116   "link_orkg": "",
            46   "metadata_created": "2024-12-02T22:20:59.737232", 117   "metadata_created": "2024-12-02T22:20:59.737232",
            n 47   "metadata_modified": "2024-12-02T22:21:00.335989", n 118   "metadata_modified": "2024-12-02T22:28:52.426251",
            48   "name": "camvid", 119   "name": "camvid",
            n 49   "notes": "The Camvid dataset is a benchmark for semantic  n 120   "notes": "The dataset used in the paper is a pre-trained ResNet-50 
            50 segmentation.", 121 classi\ufb01er, which is used for image synthesis, unpaired 
            122 image-to-image translation, and feature similarity estimation.",
            51   "num_resources": 1, 123   "num_resources": 0,
            52   "num_tags": 3, 124   "num_tags": 20,
            53   "organization": { 125   "organization": {
            54     "approval_status": "approved", 126     "approval_status": "approved",
            55     "created": "2024-11-25T12:11:38.292601", 127     "created": "2024-11-25T12:11:38.292601",
            56     "description": "", 128     "description": "",
            57     "id": "079d46db-32df-4b48-91f3-0a8bc8f69559", 129     "id": "079d46db-32df-4b48-91f3-0a8bc8f69559",
            58     "image_url": "", 130     "image_url": "",
            59     "is_organization": true, 131     "is_organization": true,
            60     "name": "no-organization", 132     "name": "no-organization",
            61     "state": "active", 133     "state": "active",
            62     "title": "No Organization", 134     "title": "No Organization",
            63     "type": "organization" 135     "type": "organization"
            64   }, 136   },
            65   "owner_org": "079d46db-32df-4b48-91f3-0a8bc8f69559", 137   "owner_org": "079d46db-32df-4b48-91f3-0a8bc8f69559",
            66   "private": false, 138   "private": false,
            67   "relationships_as_object": [], 139   "relationships_as_object": [],
            68   "relationships_as_subject": [], 140   "relationships_as_subject": [],
            n 69   "resources": [ n 141   "resources": [],
            70     { 
            71       "cache_last_updated": null, 
            72       "cache_url": null, 
            73       "created": "2024-12-02T22:29:38", 
            74       "data": [ 
            75         "dcterms:title", 
            76         "dcterms:accessRights", 
            77         "dcterms:creator", 
            78         "dcterms:description", 
            79         "dcterms:issued", 
            80         "dcterms:language", 
            81         "dcterms:identifier", 
            82         "dcat:theme", 
            83         "dcterms:type", 
            84         "dcat:keyword", 
            85         "dcat:landingPage", 
            86         "dcterms:hasVersion", 
            87         "dcterms:format", 
            88         "mls:task", 
            89         "datacite:isDescribedBy" 
            90       ], 
            91       "description": "The json representation of the dataset with its  
            92 distributions based on DCAT.", 
            93       "format": "JSON", 
            94       "hash": "", 
            95       "id": "e46a691b-8c8e-486f-9180-bef2593a5d8e", 
            96       "last_modified": "2024-12-02T22:21:00.328805", 
            97       "metadata_modified": "2024-12-02T22:21:00.338831", 
            98       "mimetype": "application/json", 
            99       "mimetype_inner": null, 
            100       "name": "Original Metadata", 
            101       "package_id": "665b1f3c-612c-4ace-bc5a-f083b217c99c", 
            102       "position": 0, 
            103       "resource_type": null, 
            104       "size": 717, 
            105       "state": "active", 
            106       "url":  
            107 resource/e46a691b-8c8e-486f-9180-bef2593a5d8e/download/metadata.json", 
            108       "url_type": "upload" 
            109     } 
            110   ], 
            111   "services_used_list": "", 142   "services_used_list": "",
            112   "state": "active", 143   "state": "active",
            113   "tags": [ 144   "tags": [
            114     { 145     {
            n 115       "display_name": "Camvid", n 146       "display_name": "CamVid",
            116       "id": "eecf448c-a9f4-4ba4-be93-3562d37fdcbe", 147       "id": "feba3cae-fb16-4462-ab62-456486674ca9",
            117       "name": "Camvid", 148       "name": "CamVid",
            149       "state": "active",
            150       "vocabulary_id": null
            151     },
            152     {
            153       "display_name": "Deep Learning",
            154       "id": "3feb7b21-e049-4dca-9372-0d438c483f6a",
            155       "name": "Deep Learning",
            156       "state": "active",
            157       "vocabulary_id": null
            158     },
            159     {
            160       "display_name": "Driving Scenes",
            161       "id": "98a151ca-4f33-4fe9-b687-46196e3aece0",
            162       "name": "Driving Scenes",
            163       "state": "active",
            164       "vocabulary_id": null
            165     },
            166     {
            167       "display_name": "Image Dataset",
            168       "id": "51aed645-6dd9-4e08-894a-10944ecefd8b",
            169       "name": "Image Dataset",
            118       "state": "active", 170       "state": "active",
            119       "vocabulary_id": null 171       "vocabulary_id": null
            120     }, 172     },
            121     { 173     {
            122       "display_name": "Image Segmentation", 174       "display_name": "Image Segmentation",
            123       "id": "f5603951-aef2-4539-8066-15e72f32271b", 175       "id": "f5603951-aef2-4539-8066-15e72f32271b",
            124       "name": "Image Segmentation", 176       "name": "Image Segmentation",
            125       "state": "active", 177       "state": "active",
            126       "vocabulary_id": null 178       "vocabulary_id": null
            127     }, 179     },
            128     { 180     {
            n n 181       "display_name": "Imbalanced Datasets",
            182       "id": "fe4b1d05-9c95-4db2-9c0e-e75bd8c23eb0",
            183       "name": "Imbalanced Datasets",
            184       "state": "active",
            185       "vocabulary_id": null
            186     },
            187     {
            188       "display_name": "Real Data",
            189       "id": "ea30e1c2-6aed-4505-9872-881a113a499d",
            190       "name": "Real Data",
            191       "state": "active",
            192       "vocabulary_id": null
            193     },
            194     {
            195       "display_name": "Road Scene",
            196       "id": "c2596c60-7afb-4bc8-81aa-57c210a9bd5a",
            197       "name": "Road Scene",
            198       "state": "active",
            199       "vocabulary_id": null
            200     },
            201     {
            202       "display_name": "Road Scene Understanding",
            203       "id": "2a306627-c910-429d-b28c-510d80885573",
            204       "name": "Road Scene Understanding",
            205       "state": "active",
            206       "vocabulary_id": null
            207     },
            208     {
            129       "display_name": "Semantic Segmentation", 209       "display_name": "Semantic Segmentation",
            130       "id": "809ad6af-28cd-43bd-974d-055a5c0f2973", 210       "id": "809ad6af-28cd-43bd-974d-055a5c0f2973",
            131       "name": "Semantic Segmentation", 211       "name": "Semantic Segmentation",
            132       "state": "active", 212       "state": "active",
            133       "vocabulary_id": null 213       "vocabulary_id": null
            n n 214     },
            215     {
            216       "display_name": "Street Scene",
            217       "id": "998c5172-c8d6-4eea-b4e0-d59e7d864e44",
            218       "name": "Street Scene",
            219       "state": "active",
            220       "vocabulary_id": null
            221     },
            222     {
            223       "display_name": "Urban Scenes",
            224       "id": "1603e31b-58cc-4575-9b56-ea49b2226464",
            225       "name": "Urban Scenes",
            226       "state": "active",
            227       "vocabulary_id": null
            228     },
            229     {
            230       "display_name": "driving",
            231       "id": "f63a7eed-5315-43ce-aafd-dd59168ed468",
            232       "name": "driving",
            233       "state": "active",
            234       "vocabulary_id": null
            235     },
            236     {
            237       "display_name": "driving scenes",
            238       "id": "658eb4c8-d30c-408c-adbe-038a7c3801d6",
            239       "name": "driving scenes",
            240       "state": "active",
            241       "vocabulary_id": null
            242     },
            243     {
            244       "display_name": "image segmentation",
            245       "id": "7eaed78e-c73a-4929-a8c9-60265069f59a",
            246       "name": "image segmentation",
            247       "state": "active",
            248       "vocabulary_id": null
            249     },
            250     {
            251       "display_name": "road scene",
            252       "id": "e5161213-964c-4aaa-a780-8e0a4e13ab3d",
            253       "name": "road scene",
            254       "state": "active",
            255       "vocabulary_id": null
            256     },
            257     {
            258       "display_name": "semantic segmentation",
            259       "id": "f9237911-e9df-4dd5-a9aa-301b6d4969af",
            260       "name": "semantic segmentation",
            261       "state": "active",
            262       "vocabulary_id": null
            263     },
            264     {
            265       "display_name": "urban scene understanding",
            266       "id": "75efbe43-3b7b-41bf-8983-b6fc5cb0b569",
            267       "name": "urban scene understanding",
            268       "state": "active",
            269       "vocabulary_id": null
            270     },
            271     {
            272       "display_name": "urban scenes",
            273       "id": "e4298c72-6483-4627-8b7f-743733990c13",
            274       "name": "urban scenes",
            275       "state": "active",
            276       "vocabulary_id": null
            277     },
            278     {
            279       "display_name": "video segmentation",
            280       "id": "bd654801-fa6c-4746-aaed-2b2b1ee50984",
            281       "name": "video segmentation",
            282       "state": "active",
            283       "vocabulary_id": null
            134     } 284     }
            135   ], 285   ],
            t 136   "title": "Camvid", t 286   "title": "CamVid",
            137   "type": "dataset", 287   "type": "dataset",
            138   "version": "" 288   "version": ""
            139 } 289 }