Indian Classical Dance Action Identification and Classification with Convolutional Neural Networks

Table 2

Recognition rates in different CNN training cases with two testing conditions.

Training batch	Number of training datasets	Training datasets	Testing datasets	Recognition rates (%)
				Offline data	Online data
Batch I; (12000 images)	1	Dataset 1	Dataset 1	92.12	90.34
			Dataset 2	90.88	88.98
Batch II; (60000 images)	5	Dataset 1 to Dataset 5	Dataset 1	92.83	91.52
			Dataset 6	91.17	89.87
Batch III; (96000 images)	8	Dataset 1 to Dataset 8	Dataset 1	93.33	91.96
			Dataset 9	91.47	89.92
			Dataset 10	91.99	89.05