Deep Learning for Plastic Waste Classification System

Table 5

Learning results for 15-layer network (image 227 × 227).

Number	Division	2 epochs	Time	4 epochs	Time	10 epochs	Time
		Accur. (%)	(min)	Accur. (%)	(min)	Accur. (%)	(min)
1	90%–10%	69,43	79	80,25	183	91,72	540
2	80%–20%	66,76	76	77,80	174	88,34	527
3	70%–30%	63,89	70	73,69	171	84,64	504
4	60%–40%	60,70	69	70,45	159	80,23	498