Faster R-CNN Algorithm for Detection of Plastic Garbage in the Ocean: A Case for Turtle Preservation

Table 5

Results of the training process.

Epoch	Loss RPN Classifier	Loss RPN Regression	Loss Detector Classifier	Loss Detector Regression	Accurate	Waktu (H : M : S)
1	0.308	0.21	0.13	0.06	93.92	07 : 25 : 00
2	0.213	0.009	0.085	0.026	95.55	07 : 14 : 57
3	0.197	0.007	0.084	0.022	95.62	07 : 13 : 25
4	0.202	0.005	0.080	0.020	95.84	07 : 18 : 11
5	0.113	0.005	0.082	0.019	95.76	07 : 15 : 10
6	0.011	0.004	0.082	0.018	95.80	07 : 15 : 21
7	0.009	0.004	0.078	0.017	95.97	07 : 22 : 05
8	0.007	0.004	0.075	0.016	96.04	07 : 17 : 07
9	0.008	0.003	0.074	0.015	96.09	07 : 16 : 29
10	0.006	0.003	0.071	0.014	96.25	07 : 21 : 27
11	0.007	0.003	0.072	0.014	96.17	07 : 19 : 45
13	0.007	0.003	0.068	0.013	96.38	07 : 20 : 22
14	0.006	0.003	0.069	0.013	96.33	07 : 19 : 13
15	0.006	0.002	0.067	0.013	96.39	07 : 17 : 37
16	0.005	0.002	0.066	0.013	96.44	07 : 19 : 16
17	0.004	0.002	0.067	0.012	96.40	07 : 18 : 50
18	0.004	0.002	0.064	0.012	96.54	07 : 17 : 48
19	0.003	0.002	0.062	0.012	96.58	07 : 21 : 57
20	0.002	0.002	0.062	0.012	96.58	07 : 22 : 08
21	0.003	0.002	0.061	0.011	96.62	07 : 21 : 12
22	0.002	0.002	0.061	0.011	96.64	07 : 21 : 18
23	0.003	0.003	0.060	0.010	96.65	07 : 22 : 02
24	0.002	0.002	0.060	0.010	96.65	07 : 21 : 08
25	0.002	0.002	0.059	0.010	96.66	07:21:12