2023-DnB-Project/runs/detect/train3/results.csv

1	epoch	train/box_loss	train/cls_loss	train/dfl_loss	metrics/precision(B)	metrics/recall(B)	metrics/mAP50(B)	metrics/mAP50-95(B)	val/box_loss	val/cls_loss	val/dfl_loss	lr/pg0	lr/pg1	lr/pg2
2	0	1.0379	2.451	1.4156	0.33277	0.68388	0.41428	0.24405	1.5019	28.005	2.2641	0.0004287	0.0004287	0.0004287
3	1	1.2782	1.9152	1.6141	0.18799	0.21637	0.02361	0.00989	2.7324	123.11	5.4701	0.00086306	0.00086306	0.00086306
4	2	1.3797	2.0458	1.6923	0.00991	0.27639	0.00847	0.00228	3.2728	186.64	10.77	0.0012886	0.0012886	0.0012886
5	3	1.4231	2.0044	1.7078	0.05273	0.23929	0.06081	0.02001	2.6696	67.087	4.9352	0.0013866	0.0013866	0.0013866
6	4	1.3562	1.8436	1.6781	0.51602	0.13854	0.11524	0.04178	2.7634	9.1953	4.851	0.0013866	0.0013866	0.0013866
7	5	1.3991	1.879	1.7066	0.16315	0.42634	0.16192	0.09428	2.3549	13.258	3.3904	0.0013724	0.0013724	0.0013724
8	6	1.3419	1.7586	1.6603	0.25714	0.34534	0.31985	0.2221	1.6199	20.253	2.2302	0.0013583	0.0013583	0.0013583
9	7	1.2717	1.5963	1.6046	0.39015	0.22706	0.25991	0.15405	2.0124	4.2389	2.5865	0.0013441	0.0013441	0.0013441
10	8	1.2648	1.5998	1.5713	0.35018	0.4688	0.40045	0.275	1.4652	2.7672	2.0494	0.00133	0.00133	0.00133
11	9	1.1978	1.536	1.5485	0.55858	0.50982	0.57335	0.38549	1.4371	1.872	2.0731	0.0013158	0.0013158	0.0013158
12	10	1.1314	1.4131	1.5122	0.60204	0.51939	0.56172	0.3557	1.535	1.8076	2.0613	0.0013017	0.0013017	0.0013017
13	11	1.1738	1.3877	1.5044	0.67171	0.5814	0.60276	0.35448	1.5301	2.0572	2.0479	0.0012875	0.0012875	0.0012875
14	12	1.1488	1.3597	1.4926	0.56924	0.65858	0.64213	0.41002	1.4462	1.7537	1.9346	0.0012734	0.0012734	0.0012734
15	13	1.1062	1.3246	1.4559	0.63586	0.58148	0.61394	0.39044	1.4091	1.8939	1.8618	0.0012592	0.0012592	0.0012592
16	14	1.0685	1.2761	1.4266	0.4849	0.70541	0.61782	0.40845	1.3502	1.7374	1.8171	0.0012451	0.0012451	0.0012451
17	15	1.0116	1.161	1.3745	0.59379	0.57908	0.58221	0.36068	1.4739	1.6562	1.9834	0.0012309	0.0012309	0.0012309
18	16	1.0514	1.1826	1.4348	0.72987	0.7005	0.71494	0.48078	1.2265	1.3587	1.6989	0.0012168	0.0012168	0.0012168
19	17	1.0615	1.1718	1.4146	0.66965	0.61819	0.64761	0.42237	1.3482	1.5368	1.7266	0.0012026	0.0012026	0.0012026
20	18	1.0322	1.1576	1.3934	0.76376	0.67706	0.74467	0.48581	1.2998	1.5216	1.792	0.0011885	0.0011885	0.0011885
21	19	0.98738	1.0784	1.3859	0.74856	0.58339	0.69299	0.43266	1.3881	1.5169	1.9087	0.0011744	0.0011744	0.0011744
22	20	0.96889	1.0854	1.3524	0.61303	0.7121	0.70177	0.46647	1.3416	1.3367	1.785	0.0011602	0.0011602	0.0011602
23	21	0.92654	1.054	1.3333	0.70272	0.66297	0.73945	0.50244	1.2255	1.249	1.7108	0.0011461	0.0011461	0.0011461
24	22	0.97836	1.0683	1.3535	0.72296	0.63695	0.68832	0.44616	1.3844	1.3622	1.8039	0.0011319	0.0011319	0.0011319
25	23	0.93128	1.0173	1.3253	0.80599	0.69469	0.7757	0.53618	1.1576	1.1541	1.6263	0.0011178	0.0011178	0.0011178
26	24	0.91661	0.96372	1.2988	0.7248	0.76493	0.76159	0.54352	1.1144	1.1752	1.5794	0.0011036	0.0011036	0.0011036
27	25	0.91596	0.96619	1.3078	0.81243	0.64486	0.80233	0.56301	1.1114	1.13	1.5397	0.0010895	0.0010895	0.0010895
28	26	0.90764	0.93963	1.3144	0.73297	0.74516	0.75131	0.53647	1.1698	1.2323	1.6299	0.0010753	0.0010753	0.0010753
29	27	0.91979	0.97408	1.2968	0.78574	0.78807	0.8292	0.57073	1.1226	1.0234	1.5778	0.0010612	0.0010612	0.0010612
30	28	0.85213	0.8946	1.2678	0.80369	0.68415	0.78261	0.54178	1.1674	1.1026	1.637	0.001047	0.001047	0.001047
31	29	0.83603	0.86496	1.2451	0.72612	0.7374	0.77138	0.54769	1.0985	1.1772	1.5803	0.0010329	0.0010329	0.0010329
32	30	0.87481	0.88925	1.3019	0.7614	0.75801	0.79569	0.57494	1.035	1.0367	1.4815	0.0010187	0.0010187	0.0010187
33	31	0.84929	0.87139	1.2591	0.8339	0.79568	0.82384	0.5713	1.1105	0.99193	1.5766	0.0010046	0.0010046	0.0010046
34	32	0.79975	0.79935	1.2289	0.76793	0.75196	0.77684	0.52082	1.1677	1.1112	1.6045	0.00099044	0.00099044	0.00099044
35	33	0.87598	0.86336	1.2733	0.818	0.74998	0.79881	0.58621	1.061	0.97785	1.5335	0.00097629	0.00097629	0.00097629
36	34	0.86645	0.81777	1.2705	0.69801	0.77406	0.77954	0.5309	1.1458	1.0862	1.5953	0.00096215	0.00096215	0.00096215
37	35	0.8339	0.8097	1.2464	0.76528	0.78348	0.81849	0.55189	1.1371	1.0172	1.6088	0.000948	0.000948	0.000948
38	36	0.81033	0.78351	1.2251	0.8179	0.77871	0.82493	0.59832	1.0724	0.9697	1.5378	0.00093385	0.00093385	0.00093385
39	37	0.8452	0.83447	1.2538	0.83848	0.80139	0.84137	0.60068	1.038	0.94655	1.5489	0.0009197	0.0009197	0.0009197
40	38	0.79224	0.79162	1.218	0.83252	0.77295	0.84003	0.59931	1.1013	0.96548	1.5836	0.00090556	0.00090556	0.00090556
41	39	0.8251	0.80458	1.2366	0.87941	0.76762	0.83785	0.59759	1.0489	0.96124	1.4741	0.00089141	0.00089141	0.00089141
42	40	0.7678	0.75842	1.197	0.80436	0.81727	0.85964	0.61397	1.0271	0.83423	1.4795	0.00087726	0.00087726	0.00087726
43	41	0.79262	0.74765	1.2076	0.86055	0.76642	0.86114	0.61413	1.0117	0.86634	1.4739	0.00086312	0.00086312	0.00086312
44	42	0.77318	0.7621	1.2091	0.83529	0.7595	0.84934	0.60885	1.0127	0.8679	1.4699	0.00084897	0.00084897	0.00084897
45	43	0.77244	0.74491	1.2081	0.88068	0.75749	0.85085	0.61938	0.97796	0.85667	1.4165	0.00083482	0.00083482	0.00083482
46	44	0.76684	0.72558	1.2042	0.81618	0.82849	0.87098	0.629	1.0151	0.8107	1.4771	0.00082067	0.00082067	0.00082067
47	45	0.76836	0.70863	1.1937	0.82851	0.77769	0.85673	0.63912	1.0197	0.80516	1.44	0.00080653	0.00080653	0.00080653
48	46	0.74449	0.70908	1.1785	0.86677	0.80883	0.86195	0.63169	0.99389	0.82444	1.43	0.00079238	0.00079238	0.00079238
49	47	0.73212	0.69534	1.1804	0.88245	0.77628	0.84757	0.62533	1.0032	0.91868	1.4447	0.00077823	0.00077823	0.00077823
50	48	0.71314	0.65571	1.1679	0.84756	0.74855	0.82553	0.5942	1.0352	0.868	1.4521	0.00076409	0.00076409	0.00076409
51	49	0.73133	0.68027	1.1825	0.87904	0.8078	0.85096	0.64575	0.96988	0.75458	1.455	0.00074994	0.00074994	0.00074994
52	50	0.73983	0.66401	1.1713	0.79457	0.84826	0.83367	0.61553	1.0294	0.8505	1.4652	0.00073579	0.00073579	0.00073579
53	51	0.73463	0.67025	1.182	0.86724	0.74856	0.83843	0.60241	1.0407	0.91974	1.48	0.00072164	0.00072164	0.00072164
54	52	0.71274	0.67066	1.1576	0.86436	0.82669	0.86927	0.6346	0.98635	0.81174	1.4377	0.0007075	0.0007075	0.0007075
55	53	0.68202	0.63373	1.1479	0.81076	0.82737	0.84483	0.62768	1	0.80386	1.458	0.00069335	0.00069335	0.00069335
56	54	0.67509	0.63694	1.1489	0.79814	0.83338	0.85513	0.64859	0.98036	0.76761	1.4501	0.0006792	0.0006792	0.0006792
57	55	0.7082	0.64307	1.1534	0.84053	0.78214	0.85236	0.6323	0.97551	0.80284	1.4761	0.00066506	0.00066506	0.00066506
58	56	0.70037	0.63319	1.1421	0.86271	0.80291	0.84629	0.64687	0.94774	0.81342	1.4233	0.00065091	0.00065091	0.00065091
59	57	0.70016	0.6463	1.1565	0.84495	0.76493	0.84748	0.64146	0.95254	0.80258	1.3875	0.00063676	0.00063676	0.00063676
60	58	0.69315	0.6161	1.1404	0.80375	0.81129	0.85787	0.64775	0.96687	0.82176	1.4199	0.00062262	0.00062262	0.00062262
61	59	0.69342	0.62593	1.1541	0.79831	0.77589	0.82842	0.6306	0.9201	0.90661	1.358	0.00060847	0.00060847	0.00060847
62	60	0.66959	0.59542	1.1496	0.84416	0.82371	0.8506	0.65043	0.95027	0.81918	1.4254	0.00059432	0.00059432	0.00059432
63	61	0.65381	0.56658	1.1138	0.85118	0.80263	0.8604	0.63675	0.98349	0.76443	1.4489	0.00058017	0.00058017	0.00058017
64	62	0.66205	0.58203	1.1338	0.84335	0.79763	0.8582	0.64456	0.95711	0.78028	1.4166	0.00056603	0.00056603	0.00056603
65	63	0.64528	0.57214	1.1171	0.83963	0.8505	0.86594	0.65663	0.92728	0.76033	1.3912	0.00055188	0.00055188	0.00055188
66	64	0.69165	0.60645	1.1451	0.84889	0.78576	0.8488	0.64153	0.95865	0.77062	1.4	0.00053773	0.00053773	0.00053773
67	65	0.67778	0.61235	1.1333	0.79428	0.79075	0.82264	0.63346	0.95087	0.84891	1.4206	0.00052359	0.00052359	0.00052359
68	66	0.65577	0.57574	1.1181	0.82654	0.79276	0.83054	0.64217	0.98956	0.84396	1.4373	0.00050944	0.00050944	0.00050944
69	67	0.6355	0.55203	1.1245	0.86854	0.81746	0.84426	0.64636	0.97387	0.76937	1.4332	0.00049529	0.00049529	0.00049529
70	68	0.6457	0.55397	1.111	0.79299	0.82594	0.83393	0.63756	0.94525	0.82425	1.3967	0.00048114	0.00048114	0.00048114
71	69	0.659	0.56258	1.1192	0.80412	0.80372	0.82353	0.6303	0.95557	0.82818	1.408	0.000467	0.000467	0.000467
72	70	0.62816	0.53071	1.1065	0.82745	0.79379	0.84313	0.66256	0.92465	0.76892	1.3738	0.00045285	0.00045285	0.00045285
73	71	0.62866	0.5317	1.1014	0.86163	0.78948	0.84079	0.63961	0.97014	0.71978	1.4422	0.0004387	0.0004387	0.0004387
74	72	0.61342	0.52414	1.098	0.82657	0.85597	0.86124	0.67196	0.92098	0.69895	1.3897	0.00042456	0.00042456	0.00042456
75	73	0.60369	0.54958	1.1079	0.83201	0.84289	0.87031	0.66101	0.92708	0.72947	1.4085	0.00041041	0.00041041	0.00041041
76	74	0.58778	0.5112	1.1001	0.85488	0.80527	0.86095	0.65962	0.93201	0.72547	1.4302	0.00039626	0.00039626	0.00039626
77	75	0.60128	0.50191	1.0881	0.78396	0.82751	0.84164	0.65058	0.96602	0.73619	1.4485	0.00038211	0.00038211	0.00038211
78	76	0.60014	0.5232	1.0943	0.84828	0.85703	0.87816	0.64541	0.95293	0.71894	1.3981	0.00036797	0.00036797	0.00036797
79	77	0.59226	0.51128	1.0681	0.84208	0.83222	0.85094	0.65836	0.95979	0.7396	1.4126	0.00035382	0.00035382	0.00035382
80	78	0.58317	0.49799	1.0772	0.85583	0.84005	0.86918	0.67378	0.90527	0.72959	1.3716	0.00033967	0.00033967	0.00033967
81	79	0.60523	0.50122	1.0835	0.87558	0.85811	0.89549	0.68357	0.92595	0.69916	1.4095	0.00032553	0.00032553	0.00032553
82	80	0.56498	0.47728	1.0645	0.87113	0.88362	0.9016	0.68434	0.92795	0.69	1.3921	0.00031138	0.00031138	0.00031138
83	81	0.60117	0.50667	1.0767	0.87415	0.86766	0.87157	0.6723	0.93703	0.69337	1.4234	0.00029723	0.00029723	0.00029723
84	82	0.5686	0.47166	1.0655	0.85674	0.87133	0.88997	0.69134	0.89547	0.7025	1.3585	0.00028308	0.00028308	0.00028308
85	83	0.56644	0.46621	1.0657	0.88293	0.82222	0.89005	0.66824	0.91486	0.71899	1.3859	0.00026894	0.00026894	0.00026894
86	84	0.56837	0.47326	1.0656	0.86881	0.84593	0.87316	0.66848	0.90485	0.69904	1.3552	0.00025479	0.00025479	0.00025479
87	85	0.5598	0.45982	1.0646	0.83106	0.86166	0.87413	0.67148	0.89437	0.72241	1.3706	0.00024064	0.00024064	0.00024064
88	86	0.57316	0.47001	1.0636	0.86725	0.85318	0.89089	0.68962	0.87517	0.67381	1.3379	0.0002265	0.0002265	0.0002265
89	87	0.55738	0.45387	1.0551	0.90845	0.84236	0.89337	0.69245	0.89559	0.72089	1.3618	0.00021235	0.00021235	0.00021235
90	88	0.54651	0.44283	1.0626	0.89952	0.84157	0.88756	0.697	0.87643	0.72022	1.363	0.0001982	0.0001982	0.0001982
91	89	0.56313	0.45321	1.0587	0.90543	0.84868	0.89276	0.69811	0.88885	0.69652	1.3666	0.00018406	0.00018406	0.00018406
92	90	0.53457	0.45068	1.0498	0.87542	0.85425	0.88496	0.69469	0.89321	0.68728	1.3846	0.00016991	0.00016991	0.00016991
93	91	0.50842	0.42445	1.0399	0.86564	0.84975	0.88001	0.68597	0.89582	0.73594	1.3769	0.00015576	0.00015576	0.00015576
94	92	0.51877	0.43618	1.0442	0.86181	0.84246	0.87108	0.67357	0.90535	0.75672	1.3876	0.00014161	0.00014161	0.00014161
95	93	0.52656	0.44092	1.0378	0.8887	0.82903	0.87794	0.69704	0.86722	0.70975	1.3431	0.00012747	0.00012747	0.00012747
96	94	0.50455	0.41581	1.0315	0.87952	0.84651	0.87552	0.69261	0.88375	0.71048	1.3661	0.00011332	0.00011332	0.00011332
97	95	0.51519	0.41547	1.0374	0.86134	0.84592	0.87663	0.68986	0.87886	0.67228	1.3697	9.9173e-05	9.9173e-05	9.9173e-05
98	96	0.49623	0.41053	1.0163	0.86847	0.84043	0.87904	0.69028	0.88451	0.6971	1.3696	8.5026e-05	8.5026e-05	8.5026e-05
99	97	0.50328	0.42494	1.0367	0.89505	0.8416	0.87943	0.69249	0.89353	0.7115	1.3758	7.0878e-05	7.0878e-05	7.0878e-05
100	98	0.52536	0.43098	1.0448	0.87477	0.84985	0.87497	0.69381	0.86491	0.71313	1.347	5.6731e-05	5.6731e-05	5.6731e-05
101	99	0.52301	0.42291	1.0417	0.86273	0.85124	0.86626	0.69148	0.87004	0.70288	1.3547	4.2584e-05	4.2584e-05	4.2584e-05