Changes

On December 3, 2024 at 9:40:30 AM UTC, admin:

Changed title to DOTA: A Large-Scale Dataset for Object Detection in Aerial Images (previously Dota: A large-scale dataset for object detection in aerial images)

Set author of DOTA: A Large-Scale Dataset for Object Detection in Aerial Images to Xiaoxiao Xia (previously Sergey Nesteruk)

Updated description of DOTA: A Large-Scale Dataset for Object Detection in Aerial Images from
Publicly available plant image datasets are crucial in precision agriculture as they reduce the time and eﬀort spent on data collection and preparation. Also, more data enable more eﬃcient algorithms to be developed and evaluated to address various computer vision problems.
to
A large-scale dataset for object detection in aerial images.

Changed value of field defined_in to https://doi.org/10.48550/arXiv.2403.11127 in DOTA: A Large-Scale Dataset for Object Detection in Aerial Images

Changed value of field extra_authors to [{'extra_author': 'Bai Xiang', 'orcid': ''}, {'extra_author': 'Ding Jun', 'orcid': ''}, {'extra_author': 'Zhu Zhi', 'orcid': ''}, {'extra_author': 'Belongie Serge', 'orcid': ''}, {'extra_author': 'Luo Jun', 'orcid': ''}, {'extra_author': 'Datcu Mihai', 'orcid': ''}, {'extra_author': 'Pelillo Marco', 'orcid': ''}, {'extra_author': 'Zhang Liang', 'orcid': ''}] in DOTA: A Large-Scale Dataset for Object Detection in Aerial Images

Changed value of field landing_page to https://www.dota-dataset.org/ in DOTA: A Large-Scale Dataset for Object Detection in Aerial Images

Deleted resource Original Metadata from DOTA: A Large-Scale Dataset for Object Detection in Aerial Images

              
    
          
          
        
        
            f 1 { f 1 {
            2   "access_rights": "", 2   "access_rights": "",
            n 3   "author": "Sergey Nesteruk", n 3   "author": "Xiaoxiao Xia",
            4   "author_email": "", 4   "author_email": "",
            5   "citation": [], 5   "citation": [],
            6   "creator_user_id": "17755db4-395a-4b3b-ac09-e8e3484ca700", 6   "creator_user_id": "17755db4-395a-4b3b-ac09-e8e3484ca700",
            n 7   "defined_in": "", n 7   "defined_in": "https://doi.org/10.48550/arXiv.2403.11127",
            8   "doi": "10.57702/5equ46z1", 8   "doi": "10.57702/5equ46z1",
            9   "doi_date_published": "2024-12-02", 9   "doi_date_published": "2024-12-02",
            10   "doi_publisher": "TIB", 10   "doi_publisher": "TIB",
            11   "doi_status": true, 11   "doi_status": true,
            12   "domain": "https://service.tib.eu/ldmservice", 12   "domain": "https://service.tib.eu/ldmservice",
            13   "extra_authors": [ 13   "extra_authors": [
            14     { 14     {
            n 15       "extra_author": "Dmitrii Shadrin", n 15       "extra_author": "Bai Xiang",
            16       "orcid": "" 16       "orcid": ""
            17     }, 17     },
            18     { 18     {
            n n 19       "extra_author": "Ding Jun",
            20       "orcid": ""
            21     },
            22     {
            19       "extra_author": "Mariia Pukalchik", 23       "extra_author": "Zhu Zhi",
            24       "orcid": ""
            25     },
            26     {
            27       "extra_author": "Belongie Serge",
            28       "orcid": ""
            29     },
            30     {
            31       "extra_author": "Luo Jun",
            32       "orcid": ""
            33     },
            34     {
            35       "extra_author": "Datcu Mihai",
            36       "orcid": ""
            37     },
            38     {
            39       "extra_author": "Pelillo Marco",
            40       "orcid": ""
            41     },
            42     {
            43       "extra_author": "Zhang Liang",
            20       "orcid": "" 44       "orcid": ""
            21     } 45     }
            22   ], 46   ],
            23   "groups": [ 47   "groups": [
            n 24     { n 
            25       "description": "", 
            26       "display_name": "Aerial Images", 
            27       "id": "b4628da4-1da6-46e4-8759-6323c56beec9", 
            28       "image_display_url": "", 
            29       "name": "aerial-images", 
            30       "title": "Aerial Images" 
            31     }, 
            32     { 48     {
            33       "description": "", 49       "description": "",
            34       "display_name": "Object Detection", 50       "display_name": "Object Detection",
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            36       "image_display_url": "", 52       "image_display_url": "",
            37       "name": "object-detection", 53       "name": "object-detection",
            38       "title": "Object Detection" 54       "title": "Object Detection"
            39     } 55     }
            40   ], 56   ],
            41   "id": "0f745a92-cbb6-4698-80e6-84b7796d4407", 57   "id": "0f745a92-cbb6-4698-80e6-84b7796d4407",
            42   "isopen": false, 58   "isopen": false,
            n 43   "landing_page":  n 59   "landing_page": "https://www.dota-dataset.org/",
            44 "https://www.sciencedirect.com/science/article/pii/S0168169917305689", 
            45   "license_title": null, 60   "license_title": null,
            46   "link_orkg": "", 61   "link_orkg": "",
            47   "metadata_created": "2024-12-02T18:25:26.474726", 62   "metadata_created": "2024-12-02T18:25:26.474726",
            n 48   "metadata_modified": "2024-12-02T18:25:26.908378", n 63   "metadata_modified": "2024-12-03T09:40:30.008576",
            49   "name":  64   "name": 
            50 "dota--a-large-scale-dataset-for-object-detection-in-aerial-images", 65 "dota--a-large-scale-dataset-for-object-detection-in-aerial-images",
            n 51   "notes": "Publicly available plant image datasets are crucial in  n 66   "notes": "A large-scale dataset for object detection in aerial 
            52 precision agriculture as they reduce the time and e\ufb00ort spent on  67 images.",
            53 data collection and preparation. Also, more data enable more  
            54 e\ufb03cient algorithms to be developed and evaluated to address  
            55 various computer vision problems.", 
            56   "num_resources": 1, 68   "num_resources": 0,
            57   "num_tags": 2, 69   "num_tags": 2,
            58   "organization": { 70   "organization": {
            59     "approval_status": "approved", 71     "approval_status": "approved",
            60     "created": "2024-11-25T12:11:38.292601", 72     "created": "2024-11-25T12:11:38.292601",
            61     "description": "", 73     "description": "",
            62     "id": "079d46db-32df-4b48-91f3-0a8bc8f69559", 74     "id": "079d46db-32df-4b48-91f3-0a8bc8f69559",
            63     "image_url": "", 75     "image_url": "",
            64     "is_organization": true, 76     "is_organization": true,
            65     "name": "no-organization", 77     "name": "no-organization",
            66     "state": "active", 78     "state": "active",
            67     "title": "No Organization", 79     "title": "No Organization",
            68     "type": "organization" 80     "type": "organization"
            69   }, 81   },
            70   "owner_org": "079d46db-32df-4b48-91f3-0a8bc8f69559", 82   "owner_org": "079d46db-32df-4b48-91f3-0a8bc8f69559",
            71   "private": false, 83   "private": false,
            72   "relationships_as_object": [], 84   "relationships_as_object": [],
            73   "relationships_as_subject": [], 85   "relationships_as_subject": [],
            n 74   "resources": [ n 86   "resources": [],
            75     { 
            76       "cache_last_updated": null, 
            77       "cache_url": null, 
            78       "created": "2024-12-02T18:38:42", 
            79       "data": [ 
            80         "dcterms:title", 
            81         "dcterms:accessRights", 
            82         "dcterms:creator", 
            83         "dcterms:description", 
            84         "dcterms:issued", 
            85         "dcterms:language", 
            86         "dcterms:identifier", 
            87         "dcat:theme", 
            88         "dcterms:type", 
            89         "dcat:keyword", 
            90         "dcat:landingPage", 
            91         "dcterms:hasVersion", 
            92         "dcterms:format", 
            93         "mls:task" 
            94       ], 
            95       "description": "The json representation of the dataset with its  
            96 distributions based on DCAT.", 
            97       "format": "JSON", 
            98       "hash": "", 
            99       "id": "ab3ab770-d0f8-4e30-a90a-e119555f812a", 
            100       "last_modified": "2024-12-02T18:25:26.901722", 
            101       "metadata_modified": "2024-12-02T18:25:26.911141", 
            102       "mimetype": "application/json", 
            103       "mimetype_inner": null, 
            104       "name": "Original Metadata", 
            105       "package_id": "0f745a92-cbb6-4698-80e6-84b7796d4407", 
            106       "position": 0, 
            107       "resource_type": null, 
            108       "size": 902, 
            109       "state": "active", 
            110       "url":  
            111 resource/ab3ab770-d0f8-4e30-a90a-e119555f812a/download/metadata.json", 
            112       "url_type": "upload" 
            113     } 
            114   ], 
            115   "services_used_list": "", 87   "services_used_list": "",
            116   "state": "active", 88   "state": "active",
            117   "tags": [ 89   "tags": [
            118     { 90     {
            119       "display_name": "aerial images", 91       "display_name": "aerial images",
            120       "id": "2751e287-ee72-4f90-82cb-660d3327d2e0", 92       "id": "2751e287-ee72-4f90-82cb-660d3327d2e0",
            121       "name": "aerial images", 93       "name": "aerial images",
            122       "state": "active", 94       "state": "active",
            123       "vocabulary_id": null 95       "vocabulary_id": null
            124     }, 96     },
            125     { 97     {
            126       "display_name": "object detection", 98       "display_name": "object detection",
            127       "id": "607283c7-9e12-4167-9101-7f8078fb6537", 99       "id": "607283c7-9e12-4167-9101-7f8078fb6537",
            128       "name": "object detection", 100       "name": "object detection",
            129       "state": "active", 101       "state": "active",
            130       "vocabulary_id": null 102       "vocabulary_id": null
            131     } 103     }
            132   ], 104   ],
            t 133   "title": "Dota: A large-scale dataset for object detection in aerial  t 105   "title": "DOTA: A Large-Scale Dataset for Object Detection in Aerial 
            134 images", 106 Images",
            135   "type": "dataset", 107   "type": "dataset",
            136   "version": "" 108   "version": ""
            137 } 109 }