Table 6 Detailed distribution of data sets.
Types of defects | Number of data | |||
|---|---|---|---|---|
Training | Validation | Test | Total | |
Frame gap | 605 | 201 | 202 | 1,008 |
Door closer adjustment | 328 | 109 | 109 | 546 |
Contamination | 57 | 19 | 19 | 95 |
Dent | 155 | 52 | 51 | 258 |
Scratch | 152 | 51 | 51 | 254 |
Sealing components | 251 | 83 | 84 | 418 |
Mechanical operation components | 863 | 288 | 288 | 1,439 |
Others | 116 | 39 | 39 | 194 |
Total | 2,527 | 842 | 843 | 4,212 |
