Convolutional Neural Network Based Vehicle Classification in Adverse Illuminous Conditions for Intelligent Transportation Systems

Table 3

Class-wise accuracy of the fine-tuned network with different depth layers on our self-constructed dataset.

Depth	Accuracy (in percentage)						Overall accuracy
	Bus	Car	Motorbike	Rickshaw	Truck	Van
18	95.89	99.68	97.77	92.82	97.37	95.56	96.52
34	97.83	98.17	98.66	95.39	97.13	96.92	97.35
50	97.31	98.93	97.45	94.57	97.04	98.70	97.33
101	98.51	99.02	98.34	96.51	98.93	97.27	98.10
152	99.48	99.68	99.08	100	100	99.65	99.65