Performance comparison before and after applying transformer module optimization.
<p>Performance comparison before and after applying transformer module optimization.</p>
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2025
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| _version_ | 1852018550500229120 |
|---|---|
| author | Ruchao Liao (21702543) |
| author2 | Duanjiao Li (21702546) Changyu Li (309650) Wenxing Sun (10227668) Gao Liu (1466482) Cong Wang (107450) |
| author2_role | author author author author author |
| author_facet | Ruchao Liao (21702543) Duanjiao Li (21702546) Changyu Li (309650) Wenxing Sun (10227668) Gao Liu (1466482) Cong Wang (107450) |
| author_role | author |
| dc.creator.none.fl_str_mv | Ruchao Liao (21702543) Duanjiao Li (21702546) Changyu Li (309650) Wenxing Sun (10227668) Gao Liu (1466482) Cong Wang (107450) |
| dc.date.none.fl_str_mv | 2025-07-11T17:24:32Z |
| dc.identifier.none.fl_str_mv | 10.1371/journal.pone.0326254.t001 |
| dc.relation.none.fl_str_mv | https://figshare.com/articles/dataset/Performance_comparison_before_and_after_applying_transformer_module_optimization_/29547006 |
| dc.rights.none.fl_str_mv | CC BY 4.0 info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Biotechnology Space Science Environmental Sciences not elsewhere classified Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified pseudo point clouds external breakage hazards energy demand increases 2d target detector difficult scenarios compared 3d target detection method first uses global economy continues power transmission lines local detail accuracy transmission towers power engineering intelligent detection easy scenarios method proposed method achieved global dependencies global consistency xlink "> transformer network time measurement spatial distance safety monitoring positive impetus new approach monocular vision geometric constraints existing technologies effectively captured accuracy deficiencies |
| dc.title.none.fl_str_mv | Performance comparison before and after applying transformer module optimization. |
| dc.type.none.fl_str_mv | Dataset info:eu-repo/semantics/publishedVersion dataset |
| description | <p>Performance comparison before and after applying transformer module optimization.</p> |
| eu_rights_str_mv | openAccess |
| id | Manara_bec4d4a2c963daa3bd2e17222019bc7e |
| identifier_str_mv | 10.1371/journal.pone.0326254.t001 |
| network_acronym_str | Manara |
| network_name_str | ManaraRepo |
| oai_identifier_str | oai:figshare.com:article/29547006 |
| publishDate | 2025 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | CC BY 4.0 |
| spelling | Performance comparison before and after applying transformer module optimization.Ruchao Liao (21702543)Duanjiao Li (21702546)Changyu Li (309650)Wenxing Sun (10227668)Gao Liu (1466482)Cong Wang (107450)BiotechnologySpace ScienceEnvironmental Sciences not elsewhere classifiedBiological Sciences not elsewhere classifiedMathematical Sciences not elsewhere classifiedInformation Systems not elsewhere classifiedpseudo point cloudsexternal breakage hazardsenergy demand increases2d target detectordifficult scenarios compared3d target detectionmethod first usesglobal economy continuespower transmission lineslocal detail accuracytransmission towerspower engineeringintelligent detectioneasy scenariosmethod proposedmethod achievedglobal dependenciesglobal consistencyxlink ">transformer networktime measurementspatial distancesafety monitoringpositive impetusnew approachmonocular visiongeometric constraintsexisting technologieseffectively capturedaccuracy deficiencies<p>Performance comparison before and after applying transformer module optimization.</p>2025-07-11T17:24:32ZDatasetinfo:eu-repo/semantics/publishedVersiondataset10.1371/journal.pone.0326254.t001https://figshare.com/articles/dataset/Performance_comparison_before_and_after_applying_transformer_module_optimization_/29547006CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/295470062025-07-11T17:24:32Z |
| spellingShingle | Performance comparison before and after applying transformer module optimization. Ruchao Liao (21702543) Biotechnology Space Science Environmental Sciences not elsewhere classified Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified pseudo point clouds external breakage hazards energy demand increases 2d target detector difficult scenarios compared 3d target detection method first uses global economy continues power transmission lines local detail accuracy transmission towers power engineering intelligent detection easy scenarios method proposed method achieved global dependencies global consistency xlink "> transformer network time measurement spatial distance safety monitoring positive impetus new approach monocular vision geometric constraints existing technologies effectively captured accuracy deficiencies |
| status_str | publishedVersion |
| title | Performance comparison before and after applying transformer module optimization. |
| title_full | Performance comparison before and after applying transformer module optimization. |
| title_fullStr | Performance comparison before and after applying transformer module optimization. |
| title_full_unstemmed | Performance comparison before and after applying transformer module optimization. |
| title_short | Performance comparison before and after applying transformer module optimization. |
| title_sort | Performance comparison before and after applying transformer module optimization. |
| topic | Biotechnology Space Science Environmental Sciences not elsewhere classified Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified pseudo point clouds external breakage hazards energy demand increases 2d target detector difficult scenarios compared 3d target detection method first uses global economy continues power transmission lines local detail accuracy transmission towers power engineering intelligent detection easy scenarios method proposed method achieved global dependencies global consistency xlink "> transformer network time measurement spatial distance safety monitoring positive impetus new approach monocular vision geometric constraints existing technologies effectively captured accuracy deficiencies |