notesum.ai
Published at December 4Fab-ME: A Vision State-Space and Attention-Enhanced Framework for Fabric Defect Detection
cs.CV
Released Date: December 4, 2024
Authors: Shuai Wang1, Huiyan Kong, Baotian Li, Fa Zheng
Aff.: 1School of Information Engineering Shandong Youth University of Political Science

| ID | Color | Name | Train Set | Val Set | ||
|---|---|---|---|---|---|---|
| Img | Ann | Img | Ann | |||
| 1 | holes | 409 | 486 | 93 | 114 | |
| 2 | water stains, etc. | 609 | 768 | 158 | 205 | |
| 3 | three-yarn defects | 1550 | 1698 | 267 | 276 | |
| 4 | knots | 2561 | 3039 | 465 | 551 | |
| 5 | pattern skips | 640 | 682 | 153 | 154 | |
| 6 | hundred-leg defects | 804 | 875 | 130 | 140 | |
| 7 | neps | 282 | 305 | 57 | 66 | |
| 8 | thick ends | 452 | 463 | 85 | 85 | |
| 9 | loose ends | 827 | 870 | 152 | 165 | |
| 10 | broken ends | 590 | 610 | 124 | 130 | |
| 11 | sagging ends | 333 | 347 | 50 | 54 | |
| 12 | thick fibers | 1293 | 1605 | 219 | 269 | |
| 13 | weft shrinkage | 861 | 1034 | 150 | 191 | |
| 14 | sizing spots | 1398 | 1462 | 329 | 344 | |
| 15 | warp knots | 451 | 758 | 82 | 141 | |
| 16 | star skips, etc. | 621 | 625 | 129 | 129 | |
| 17 | broken spandex | 589 | 869 | 115 | 139 | |
| 18 | color shading, etc. | 1972 | 2000 | 390 | 394 | |
| 19 | abrasion marks, etc. | 1210 | 1252 | 220 | 238 | |
| 20 | dead folds, etc. | 789 | 874 | 169 | 174 | |