{"help":"Return the metadata of a dataset (package) and its resources. :param id: the id or name of the dataset :type id: string","success":true,"result":[{"id":"53f8137c-87f4-40ea-b8c3-3cabe3c467ae","name":"automated-identification-fish-and-other-aquatic-life-underwater-video","title":"Automated Identification of Fish and Other Aquatic Life in Underwater Video","author_email":"marinescotland@gov.scot","maintainer":"Scottish Government - Marine Directorate Data Publications","maintainer_email":"marinedirectorate@gov.scot","notes":"\u003Cp\u003EScottish Marine and Freshwater Science Vol 11 No 18\u003C\/p\u003E\n\u003Cp\u003EUnderwater video is widely used to collect information on potential impacts of marine renewables on the environment being non-invasive, autonomous and cost-effective. However, the time intensive nature of assessing the video footage often means only a proportion of it is used.\u003C\/p\u003E\n\u003Cp\u003EThis project provides an overview of the current state of computer vision technologies for automated detection of aquatic life in underwater video and provides a development route for a tool to analyse the large amount of video footage without the need for human supervision.\u003C\/p\u003E\n\u003Cp\u003EThe project successfully demonstrated that image analysis techniques could be used on Marine Scotland Science video to a) distinguish salmon from sprats in a fish trap inside a fish trawl; and b) identify the phosphorescent sea pen from video that was generated while towing a video camera along the seabed.\u003C\/p\u003E\n\u003Cp\u003EThe application of such automated image analysis technology will ultimately provide a fast and accurate method for identifying fish and benthic fauna from video. Specifically, it will enable a better understanding of movements of salmon around offshore wind farms and identify features of conservation interest in benthic video.\u003C\/p\u003E\n","url":"https:\/\/data.marine.gov.scot\/dataset\/automated-identification-fish-and-other-aquatic-life-underwater-video","state":"Active","log_message":"Update to resource Automated Identification of Fish and Other Aquatic Life in Underwater Video: Scottish Marine and Freshwater Science Vol 11 No 18","private":true,"revision_timestamp":"Thu, 09\/03\/2020 - 08:58","metadata_created":"Wed, 08\/26\/2020 - 11:53","metadata_modified":"Thu, 09\/03\/2020 - 08:58","creator_user_id":"218af04f-a391-4ecf-ad98-c91fd32c2b17","type":"Dataset","resources":[{"id":"fa6f2d14-e6a7-4c3f-956d-a86c17596726","revision_id":"","url":"https:\/\/data.marine.gov.scot\/sites\/default\/files\/\/Scottish%20Marine%20and%20Freshwater%20Science%20%28SMFS%29%20Vol%2011%20No%2018_%20Automated%20Identification%20of%20Fish%20and%20Other%20Aquatic%20Life%20in%20Underwater%20Video%20%281%29.pdf","description":"\u003Cp\u003EPDF of the report\u003C\/p\u003E\n","format":"pdf","state":"Active","revision_timestamp":"Thu, 09\/03\/2020 - 08:58","name":"Automated Identification of Fish and Other Aquatic Life in Underwater Video: Scottish Marine and Freshwater Science Vol 11 No 18","mimetype":"application\/pdf","size":"2.6 MB","created":"Wed, 08\/26\/2020 - 11:55","resource_group_id":"d0fc86dc-1394-43d4-aef1-c8cf5ac500f9","last_modified":"Date changed  Thu, 09\/03\/2020 - 08:58"}],"tags":[{"id":"00af1c6b-b27e-453a-a345-41d46aa91caf","vocabulary_id":"2","name":"fish abundance in water bodies"},{"id":"be1fc0a7-76ec-4886-a42f-54d60376eb17","vocabulary_id":"2","name":"fish identification"},{"id":"3743ace0-b6f2-4bfc-9332-1b3b82366c70","vocabulary_id":"2","name":"marine renewables"},{"id":"ff1baf54-9f78-4258-9c70-cf180b13ac68","vocabulary_id":"2","name":"renewable energy"},{"id":"2df92e61-2432-4f9e-8ca7-ce788c9ee550","vocabulary_id":"2","name":"fish behaviour"},{"id":"b339ffd5-5681-445b-9eec-b472628636ad","vocabulary_id":"2","name":"environmental impact"}],"groups":[{"description":"\u003Cp\u003EFormal report series, containing results of research and monitoring carried out by Marine Directorate.\u003C\/p\u003E\n","id":"d0fc86dc-1394-43d4-aef1-c8cf5ac500f9","image_display_url":"https:\/\/data.marine.gov.scot\/sites\/default\/files\/\/reports_1.png","title":"Scottish Marine and Freshwater Science Reports","name":"group\/scottish-marine-and-freshwater-science-reports"},{"description":"\u003Cp\u003EData related to marine planning activities or providing data and information to assist planning processes.\u003C\/p\u003E\n","id":"dc905d83-2dd1-4188-b7a7-3bb946d8e8b3","image_display_url":"https:\/\/data.marine.gov.scot\/sites\/default\/files\/\/button%20220%20jan%202016-29.png","title":"Marine Planning","name":"group\/marine-planning"}]}]}