Hand Gesture Recognition Algorithm Using SVM and HOG Model for Control of Robotic System

Table 2

The result of the training model.

Epoch	Time for step (seconds)	Loss	Accuracy	Val_loss	Val_accuracy
1	21	1.2469	0.5143	0.7816	0.7944
2	14	0.0568	0.9881	0.0281	0.9944
…	…	…	…	…	…
298	15	2.7532e − 08	1.0000	1.0010e − 06	1.0000
299	15	2.7248e − 08	1.0000	9.9832e − 07	1.0000
300	15 ms/step	2.6680e − 08	1.0000	9.9170e − 07	1.0000