Indian Classical Dance Action Identification and Classification with Convolutional Neural Networks

Table 4

Recognition rates of offline dance data identification with different classifiers.

Classifier	Average recognition rates (%) of offline dance data
	Batch I training		Batch II training		Batch III training
	Testing with the same dataset	Testing with different dataset	Testing with the same dataset	Testing with different dataset	Testing with the same dataset	Testing with different dataset
ANN [15]	83.42	80.01	85.03	81.61	86.49	82.11
Deep ANN [16]	87.39	83.62	88.01	84.92	89.49	86.99
SVM [13]	75.93	71.31	78.35	74.48	80.46	76.78
Adaboost [14]	80.19	76.49	80.98	77.29	81.76	79.09
AGM [17]	87.20	83.16	87.89	84.63	88.23	85.05
LeNet [25]	88.14	85.49	88.55	86.32	87.92	86.85
VGG [27]	89.98	87.02	90.12	88.41	88.76	88.02
Our proposed CNN architecture	92.14	90.88	92.83	91.17	93.33	92.47