Changes

On December 2, 2024 at 9:56:50 PM UTC, admin:
Set author of PASCAL VOC 2007 to Weifeng Ge (previously M. Everingham)
Updated description of PASCAL VOC 2007 from
PASCAL VOC 2007 dataset consists of 20 different object categories. The training is performed on the combined set of VOC 2007 trainval with 5k images and VOC 2012 trainval with 11k images where the evaluation is performed on the VOC 2007 test set with 5k images.
to
Multi-label image recognition is a practical and challenging task compared to single-label image classification.
Added the following tags to PASCAL VOC 2007
Changed value of field defined_in to https://doi.org/10.48550/arXiv.1806.00428 in PASCAL VOC 2007
Changed value of field extra_authors to [{'extra_author': 'Sibei Yang', 'orcid': ''}, {'extra_author': 'Yizhou Yu', 'orcid': ''}] in PASCAL VOC 2007
Changed value of field citation to ['https://doi.org/10.48550/arXiv.2012.15439', 'https://doi.org/10.48550/arXiv.1911.11512', 'https://doi.org/10.48550/arXiv.2405.11574', 'https://doi.org/10.48550/arXiv.1705.08280', 'https://doi.org/10.48550/arXiv.1802.09129', 'https://doi.org/10.1109/TIP.2021.3088605', 'https://doi.org/10.48550/arXiv.2110.04722', 'https://doi.org/10.48550/arXiv.2210.06886'] in PASCAL VOC 2007
Changed value of field landing_page to https://ai.stanford.edu/~jkrause/voc/ in PASCAL VOC 2007
Deleted resource Original Metadata from PASCAL VOC 2007
              
    
          
          
        
        
            f 1 { f 1 {
            2   "access_rights": "", 2   "access_rights": "",
            n 3   "author": "M. Everingham", n 3   "author": "Weifeng Ge",
            4   "author_email": "", 4   "author_email": "",
            n 5   "citation": [], n 5   "citation": [
            6     "https://doi.org/10.48550/arXiv.2012.15439",
            7     "https://doi.org/10.48550/arXiv.1911.11512",
            8     "https://doi.org/10.48550/arXiv.2405.11574",
            9     "https://doi.org/10.48550/arXiv.1705.08280",
            10     "https://doi.org/10.48550/arXiv.1802.09129",
            11     "https://doi.org/10.1109/TIP.2021.3088605",
            12     "https://doi.org/10.48550/arXiv.2110.04722",
            13     "https://doi.org/10.48550/arXiv.2210.06886"
            14   ],
            6   "creator_user_id": "17755db4-395a-4b3b-ac09-e8e3484ca700", 15   "creator_user_id": "17755db4-395a-4b3b-ac09-e8e3484ca700",
            n 7   "defined_in": "", n 16   "defined_in": "https://doi.org/10.48550/arXiv.1806.00428",
            8   "doi": "10.57702/8hcvteh1", 17   "doi": "10.57702/8hcvteh1",
            9   "doi_date_published": "2024-11-25", 18   "doi_date_published": "2024-11-25",
            10   "doi_publisher": "TIB", 19   "doi_publisher": "TIB",
            11   "doi_status": true, 20   "doi_status": true,
            12   "domain": "https://service.tib.eu/ldmservice", 21   "domain": "https://service.tib.eu/ldmservice",
            13   "extra_authors": [ 22   "extra_authors": [
            14     { 23     {
            n 15       "extra_author": "L. van Gool", n 24       "extra_author": "Sibei Yang",
            16       "orcid": "" 25       "orcid": ""
            17     }, 26     },
            18     { 27     {
            n 19       "extra_author": "C. Williams", n 
            20       "orcid": "" 
            21     }, 
            22     { 
            23       "extra_author": "J. Winn", 28       "extra_author": "Yizhou Yu",
            24       "orcid": "" 
            25     }, 
            26     { 
            27       "extra_author": "A. Zisserman", 
            28       "orcid": "" 29       "orcid": ""
            29     } 30     }
            30   ], 31   ],
            n 31   "groups": [], n 32   "groups": [
            33     {
            34       "description": "",
            35       "display_name": "Computer Vision",
            36       "id": "d09caf7c-26c7-4e4d-bb8e-49476a90ba25",
            37       "image_display_url": "",
            38       "name": "computer-vision",
            39       "title": "Computer Vision"
            40     },
            41     {
            42       "description": "",
            43       "display_name": "Image Classification",
            44       "id": "18b77292-26aa-4caf-89ed-cbd35fa60474",
            45       "image_display_url": "",
            46       "name": "image-classification",
            47       "title": "Image Classification"
            48     },
            49     {
            50       "description": "",
            51       "display_name": "Image Recognition",
            52       "id": "42c0f83b-b61c-4bbd-a704-133e4e4a0c15",
            53       "image_display_url": "",
            54       "name": "image-recognition",
            55       "title": "Image Recognition"
            56     },
            57     {
            58       "description": "",
            59       "display_name": "Image Segmentation",
            60       "id": "7c8cc5f1-a9b2-4924-82ec-9e3aa3049a04",
            61       "image_display_url": "",
            62       "name": "image-segmentation",
            63       "title": "Image Segmentation"
            64     },
            65     {
            66       "description": "",
            67       "display_name": "Object Detection",
            68       "id": "ca2cb1af-d31c-49b0-a1dd-62b22f2b9e20",
            69       "image_display_url": "",
            70       "name": "object-detection",
            71       "title": "Object Detection"
            72     },
            73     {
            74       "description": "",
            75       "display_name": "Object Localization",
            76       "id": "2d24f946-74d4-41b5-a2e1-89863a6b427a",
            77       "image_display_url": "",
            78       "name": "object-localization",
            79       "title": "Object Localization"
            80     },
            81     {
            82       "description": "",
            83       "display_name": "Object Recognition",
            84       "id": "1b471529-d821-46c3-8ac0-1ec99f0c80bc",
            85       "image_display_url": "",
            86       "name": "object-recognition",
            87       "title": "Object Recognition"
            88     },
            89     {
            90       "description": "",
            91       "display_name": "Semantic Segmentation",
            92       "id": "8c3f2eee-f5f9-464d-9c0a-1a5e7a925c0e",
            93       "image_display_url": "",
            94       "name": "semantic-segmentation",
            95       "title": "Semantic Segmentation"
            96     }
            97   ],
            32   "id": "812890ea-2ebe-4c7c-afb8-057676077d4e", 98   "id": "812890ea-2ebe-4c7c-afb8-057676077d4e",
            33   "isopen": false, 99   "isopen": false,
            n 34   "landing_page": "", n 100   "landing_page": "https://ai.stanford.edu/~jkrause/voc/",
            35   "license_title": null, 101   "license_title": null,
            36   "link_orkg": "", 102   "link_orkg": "",
            37   "metadata_created": "2024-11-25T14:17:51.930346", 103   "metadata_created": "2024-11-25T14:17:51.930346",
            n 38   "metadata_modified": "2024-11-25T15:00:33.961363", n 104   "metadata_modified": "2024-12-02T21:56:49.769455",
            39   "name": "pascal-voc-2007", 105   "name": "pascal-voc-2007",
            n 40   "notes": "PASCAL VOC 2007 dataset consists of 20 different object  n 106   "notes": "Multi-label image recognition is a practical and 
            41 categories. The training is performed on the combined set of VOC 2007  107 challenging task compared to single-label image classification.",
            42 trainval with 5k images and VOC 2012 trainval with 11k images where  
            43 the evaluation is performed on the VOC 2007 test set with 5k images.", 
            44   "num_resources": 1, 108   "num_resources": 0,
            45   "num_tags": 0, 109   "num_tags": 20,
            46   "organization": { 110   "organization": {
            47     "approval_status": "approved", 111     "approval_status": "approved",
            48     "created": "2024-11-25T12:11:38.292601", 112     "created": "2024-11-25T12:11:38.292601",
            49     "description": "", 113     "description": "",
            50     "id": "079d46db-32df-4b48-91f3-0a8bc8f69559", 114     "id": "079d46db-32df-4b48-91f3-0a8bc8f69559",
            51     "image_url": "", 115     "image_url": "",
            52     "is_organization": true, 116     "is_organization": true,
            53     "name": "no-organization", 117     "name": "no-organization",
            54     "state": "active", 118     "state": "active",
            55     "title": "No Organization", 119     "title": "No Organization",
            56     "type": "organization" 120     "type": "organization"
            57   }, 121   },
            58   "owner_org": "079d46db-32df-4b48-91f3-0a8bc8f69559", 122   "owner_org": "079d46db-32df-4b48-91f3-0a8bc8f69559",
            59   "private": false, 123   "private": false,
            60   "relationships_as_object": [], 124   "relationships_as_object": [],
            61   "relationships_as_subject": [], 125   "relationships_as_subject": [],
            n 62   "resources": [ n 126   "resources": [],
            63     { 
            64       "cache_last_updated": null, 
            65       "cache_url": null, 
            66       "created": "2024-11-25T15:30:26", 
            67       "data": [ 
            68         "dcterms:title", 
            69         "dcterms:accessRights", 
            70         "dcterms:creator", 
            71         "dcterms:description", 
            72         "dcterms:issued", 
            73         "dcterms:language", 
            74         "dcterms:identifier", 
            75         "dcat:theme", 
            76         "dcterms:type", 
            77         "dcat:keyword", 
            78         "dcat:landingPage", 
            79         "dcterms:hasVersion", 
            80         "dcterms:format", 
            81         "mls:task" 
            82       ], 
            83       "description": "The json representation of the dataset with its  
            84 distributions based on DCAT.", 
            85       "format": "JSON", 
            86       "hash": "", 
            87       "id": "7f59341a-78cb-4e0b-ae98-db715eb90d12", 
            88       "last_modified": "2024-11-25T15:00:33.954017", 
            89       "metadata_modified": "2024-11-25T15:00:33.964288", 
            90       "mimetype": "application/json", 
            91       "mimetype_inner": null, 
            92       "name": "Original Metadata", 
            93       "package_id": "812890ea-2ebe-4c7c-afb8-057676077d4e", 
            94       "position": 0, 
            95       "resource_type": null, 
            96       "size": 916, 
            97       "state": "active", 
            98       "url":  
            99 resource/7f59341a-78cb-4e0b-ae98-db715eb90d12/download/metadata.json", 
            100       "url_type": "upload" 
            101     } 
            102   ], 
            103   "services_used_list": "", 127   "services_used_list": "",
            104   "state": "active", 128   "state": "active",
            t 105   "tags": [], t 129   "tags": [
            130     {
            131       "display_name": "Computer Vision",
            132       "id": "77b96eda-8a43-406f-9c54-d87b14f3f63e",
            133       "name": "Computer Vision",
            134       "state": "active",
            135       "vocabulary_id": null
            136     },
            137     {
            138       "display_name": "Image Annotation",
            139       "id": "947c52a0-48f9-4c5f-a18c-ef0985861a9a",
            140       "name": "Image Annotation",
            141       "state": "active",
            142       "vocabulary_id": null
            143     },
            144     {
            145       "display_name": "Image Classification",
            146       "id": "418e2ddf-a1d3-42ac-ad05-156f79ca8e22",
            147       "name": "Image Classification",
            148       "state": "active",
            149       "vocabulary_id": null
            150     },
            151     {
            152       "display_name": "Image Dataset",
            153       "id": "51aed645-6dd9-4e08-894a-10944ecefd8b",
            154       "name": "Image Dataset",
            155       "state": "active",
            156       "vocabulary_id": null
            157     },
            158     {
            159       "display_name": "Image Recognition",
            160       "id": "2cc216cd-24af-483e-8e50-6fcd86cf89ac",
            161       "name": "Image Recognition",
            162       "state": "active",
            163       "vocabulary_id": null
            164     },
            165     {
            166       "display_name": "Image classification",
            167       "id": "786db19f-59bd-48ee-96c8-dfff6df61746",
            168       "name": "Image classification",
            169       "state": "active",
            170       "vocabulary_id": null
            171     },
            172     {
            173       "display_name": "Image-Level Annotations",
            174       "id": "d0c27741-849c-48eb-a419-f18b917cd42e",
            175       "name": "Image-Level Annotations",
            176       "state": "active",
            177       "vocabulary_id": null
            178     },
            179     {
            180       "display_name": "Multi-label",
            181       "id": "314d8fc1-5e9e-4917-87fe-57fcc87231de",
            182       "name": "Multi-label",
            183       "state": "active",
            184       "vocabulary_id": null
            185     },
            186     {
            187       "display_name": "Multi-label Recognition",
            188       "id": "6ba8ebaf-b2c1-4862-bc2d-3637e8afc14e",
            189       "name": "Multi-label Recognition",
            190       "state": "active",
            191       "vocabulary_id": null
            192     },
            193     {
            194       "display_name": "Object Detection",
            195       "id": "44adc011-570b-46cf-9a65-ab72ca690477",
            196       "name": "Object Detection",
            197       "state": "active",
            198       "vocabulary_id": null
            199     },
            200     {
            201       "display_name": "Object Recognition",
            202       "id": "6a4e0b0a-637f-41ee-a647-8af2e035b203",
            203       "name": "Object Recognition",
            204       "state": "active",
            205       "vocabulary_id": null
            206     },
            207     {
            208       "display_name": "Object detection",
            209       "id": "84a57b7d-e522-4fc2-9f65-9aeb121659f1",
            210       "name": "Object detection",
            211       "state": "active",
            212       "vocabulary_id": null
            213     },
            214     {
            215       "display_name": "PASCAL VOC",
            216       "id": "3e766559-0864-4d80-bfdf-e0796bb21ffb",
            217       "name": "PASCAL VOC",
            218       "state": "active",
            219       "vocabulary_id": null
            220     },
            221     {
            222       "display_name": "Semantic segmentation",
            223       "id": "ca545ae5-2da2-4e71-98b7-3268890347d1",
            224       "name": "Semantic segmentation",
            225       "state": "active",
            226       "vocabulary_id": null
            227     },
            228     {
            229       "display_name": "Weakly Supervised Object Detection",
            230       "id": "840f017f-beed-40df-9992-20f82c05ff28",
            231       "name": "Weakly Supervised Object Detection",
            232       "state": "active",
            233       "vocabulary_id": null
            234     },
            235     {
            236       "display_name": "image classification",
            237       "id": "34936550-ce1a-41b5-8c58-23081a6c673d",
            238       "name": "image classification",
            239       "state": "active",
            240       "vocabulary_id": null
            241     },
            242     {
            243       "display_name": "image segmentation",
            244       "id": "7eaed78e-c73a-4929-a8c9-60265069f59a",
            245       "name": "image segmentation",
            246       "state": "active",
            247       "vocabulary_id": null
            248     },
            249     {
            250       "display_name": "object detection",
            251       "id": "607283c7-9e12-4167-9101-7f8078fb6537",
            252       "name": "object detection",
            253       "state": "active",
            254       "vocabulary_id": null
            255     },
            256     {
            257       "display_name": "object localization",
            258       "id": "b73177cc-ddcb-40a5-abc1-2e50b4ab4071",
            259       "name": "object localization",
            260       "state": "active",
            261       "vocabulary_id": null
            262     },
            263     {
            264       "display_name": "weakly supervised learning",
            265       "id": "3e7f9fde-c27c-44f1-80e3-021afdecc1c7",
            266       "name": "weakly supervised learning",
            267       "state": "active",
            268       "vocabulary_id": null
            269     }
            270   ],
            106   "title": "PASCAL VOC 2007", 271   "title": "PASCAL VOC 2007",
            107   "type": "dataset", 272   "type": "dataset",
            108   "version": "" 273   "version": ""
            109 } 274 }