KolamNetV2: efficient attention-based deep learning network for tamil heritage art-kolam classification

Heritage Science

Table 10 Performance comparison of KolamNetV2 with state of the art techniques

Proposed Solutions	Precision	Recall	F1score	Prediction time (seconds)
Efficient B0	0.728	0.729	0.721	0.01338
Efficient B1	0.787	0.788	0.783	0.02034
Efficient B2	0.763	0.769	0.756	0.01653
Efficient B3	0.766	0.758	0.746	0.01723
Efficient B4	0.772	0.798	0.776	0.0312
KolamNet	0.777	0.778	0.764	0.0196
KolamNetV2	0.795	0.785	0.785	0.04244