Table 7 Results using MobileNet.

Epoch	Loss	Accuracy	Validation loss	Validation accuracy
1	10.5909	0.2944	3.1506	0.3706
2	3.0834	0.4543	1.5952	0.5584
3	1.8043	0.5406	1.2065	0.6041
4	1.2480	0.5964	0.8680	0.6954
5	0.8917	0.6599	0.6451	0.7843
6	0.7157	0.7589	0.5152	0.8020
7	0.5368	0.7995	0.5240	0.8122
8	0.5590	0.7716	0.4080	0.8528
9	0.4837	0.8173	0.3575	0.8680
10	0.3360	0.8731	0.3763	0.8604
11	0.3543	0.8655	0.5688	0.7665
12	0.3737	0.8579	0.3754	0.8350
13	0.3036	0.8782	0.2503	0.9264
14	0.3103	0.9061	0.3248	0.8731
15	0.2478	0.9010	0.2584	0.9137
16	0.2511	0.9061	0.1934	0.9239
17	0.2706	0.8959	0.2233	0.9264
18	0.1957	0.9340	0.2007	0.9315
19	0.1771	0.9416	0.1518	0.9569
20	0.1682	0.9391	0.1459	0.9619
21	0.1745	0.9518	0.2095	0.9289
22	0.1868	0.9162	0.1731	0.9340
23	0.1887	0.9543	0.1455	0.9518
24	0.1400	0.9594	0.1292	0.9594
25	0.1648	0.9416	0.1260	0.9645
26	0.1178	0.9721	0.0915	0.9797
27	0.1475	0.9645	0.1583	0.9442
28	0.2549	0.9061	0.1377	0.9594
29	0.1572	0.9492	0.1017	0.9746
30	0.1502	0.9518	0.1381	0.9176

Quick links

Search