Research Article
Research on Online Defect Detection Method of Solar Cell Component Based on Lightweight Convolutional Neural Network
Table 3
Sorting out the image data set.
| Data set | Crack type1 | Crack type2 | Scratch | Black spot | The total amount |
| Training set | 2800 | 3800 | 2400 | 4000 | 12000 | Validation set | 750 | 800 | 630 | 820 | 3000 | Test set | 680 | 820 | 660 | 840 | 3000 |
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