Conditional TransGAN-Based Data Augmentation for PCB Electronic Component Inspection

Table 1

PCB dataset.

	Original dataset	Percentage (%)	Training set	Test set	Generated images
Optocoupler	1349	50.03	944	405	1200
Diode	396	15.57	277	119	400
Capacitor	799	31.41	559	240	800
Total	2544	100.00	1780	164	1200