%PDF-1.4 %���� 1 0 obj <>/Metadata 2 0 R/Names 14 0 R/Outlines 15 0 R/Pages 3 0 R/StructTreeRoot 16 0 R/Type/Catalog/ViewerPreferences<>>> endobj 2 0 obj <>stream 10.1371/journal.pone.0356877 application/pdf An improved YOLO11 network integrated with sample generation for the intelligent detection of steel plate surface defects DOI: 10.1371/journal.pone.0356877 PLOS One, Volume. 21, Issue. 8, Luya Yang Min Zhang Yaxian Gao 2026-08-21T16:48:37+05:30 2026-08-21T16:48:44+05:30 2026-08-21T16:48:44+05:30 Adobe InDesign 15.1 (Windows) uuid:7cd5153f-7c2d-4419-93af-a18d906751b4 xmp.did:253a3229-8a74-6d4f-a0a5-4027e6d46946 xmp.id:849a96a2-2b80-5c4d-8c2b-024c6d0ae375 proof:pdf converted from application/x-indesign to application/pdf Adobe InDesign 15.1 (Windows) / 2026-08-21T16:48:37+05:30 xmp.iid:30143068-8846-c04c-898f-78b76539a48d xmp.did:c81cd1b6-d5fc-d445-b3e8-2e1b9b699fdd xmp.did:253a3229-8a74-6d4f-a0a5-4027e6d46946 default 2026-08-25 false 10.1371/journal.pone.0356877 www.plosone.org 10.1371/journal.pone.0356877 2026-08-25 false PStill version 1.84.42 www.plosone.org 10.1371/journal.pone.0356877 https://doi.org/10.1371/journal.pone.0356877 True Adobe PDF Library 15.0 False endstream endobj 14 0 obj <> endobj 15 0 obj <> endobj 3 0 obj <> endobj 16 0 obj <> endobj 24 0 obj <>/A10<>/A11<>/A8<>/A9<>/Pa10<>/Pa11<>/Pa12<>/Pa13<>/Pa14<>/Pa15<>/Pa16<>/Pa18<>/Pa19<>/Pa2<>/Pa20<>/Pa23<>/Pa25<>/Pa26<>/Pa7<>>> endobj 25 0 obj <> endobj 26 0 obj <> endobj 27 0 obj <> endobj 29 0 obj <> endobj 30 0 obj <> endobj 31 0 obj <> endobj 32 0 obj <> endobj 33 0 obj <> endobj 159 0 obj <>205 0 R]/P 206 0 R/S/Link>> endobj 160 0 obj <>1920]/P 208 0 R/Pg 204 0 R/S/Link>> endobj 161 0 obj <>210 0 R]/P 208 0 R/S/Link>> endobj 162 0 obj <>1926]/P 212 0 R/Pg 204 0 R/S/Link>> endobj 163 0 obj <><>215 0 R 216 0 R]/P 212 0 R/S/Link>> endobj 164 0 obj <>1932]/P 218 0 R/Pg 204 0 R/S/Link>> endobj 165 0 obj <>220 0 R]/P 218 0 R/S/Link>> endobj 166 0 obj <>222 0 R]/P 218 0 R/S/Link>> endobj 167 0 obj <>1938]/P 224 0 R/Pg 204 0 R/S/Link>> endobj 168 0 obj <>1942]/P 226 0 R/Pg 204 0 R/S/Link>> endobj 169 0 obj <>228 0 R]/P 226 0 R/S/Link>> endobj 170 0 obj <>1949]/P 230 0 R/Pg 204 0 R/S/Link>> endobj
An improved YOLO11 network integrated with sample generation for the intelligent detection ...
Read the original article
journals.plos.org →