wjs/yolo_safehat_num_v8/runs/detect/train5/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	1	3.4072	7.9409	2.3992	0	0	0	0	3.2636	5.4564	2.1355	0.0002125	0.0002125	0.0002125
3	2	2.7075	6.0174	1.7605	0	0	0	0	2.1087	4.7991	1.531	0.00043317	0.00043317	0.00043317
4	3	2.3336	4.5072	1.6009	0	0	0	0	2.0323	4.5438	1.5161	0.00064938	0.00064938	0.00064938
5	4	2.1537	4.0683	1.3289	0.00303	0.41667	0.23049	0.11774	1.8419	3.8468	1.3631	0.00086114	0.00086114	0.00086114
6	5	2.0805	3.6295	1.3643	0.21915	0.27382	0.24281	0.11829	1.8742	3.365	1.4278	0.0010684	0.0010684	0.0010684
7	6	1.8631	3.4971	1.293	0.36419	0.36956	0.28062	0.13662	1.7859	3.015	1.3345	0.0011881	0.0011881	0.0011881
8	7	1.8918	3.2172	1.2632	0.18493	0.30208	0.27264	0.14554	1.806	2.9312	1.3783	0.0011757	0.0011757	0.0011757
9	8	1.8028	3.3298	1.2591	0.22321	0.6875	0.28371	0.15281	1.7963	3.0225	1.3507	0.0011634	0.0011634	0.0011634
10	9	1.7281	2.9513	1.238	0.16628	0.36458	0.2695	0.13859	1.7474	3.0325	1.3385	0.001151	0.001151	0.001151
11	10	1.7184	3.2077	1.2153	0.17151	0.32292	0.27683	0.12779	1.8097	3.0212	1.3379	0.0011386	0.0011386	0.0011386
12	11	1.8346	3.1272	1.2975	0.17733	0.48958	0.33525	0.18561	1.6855	2.6565	1.3337	0.0011263	0.0011263	0.0011263
13	12	1.6806	2.9235	1.1837	0.22286	0.80931	0.30099	0.15481	1.7532	2.5476	1.3595	0.0011139	0.0011139	0.0011139
14	13	1.7304	2.8456	1.2285	0.20712	0.67708	0.34053	0.18605	1.676	2.4988	1.3253	0.0011015	0.0011015	0.0011015
15	14	1.5814	2.638	1.1807	0.27628	0.74187	0.36732	0.20029	1.6181	2.3449	1.29	0.0010891	0.0010891	0.0010891
16	15	1.6087	2.6508	1.1533	0.28426	0.61458	0.39199	0.21285	1.4972	2.4014	1.2284	0.0010768	0.0010768	0.0010768
17	16	1.4829	2.5537	1.1324	0.34651	0.61458	0.37178	0.21211	1.4955	2.3291	1.2395	0.0010644	0.0010644	0.0010644
18	17	1.6408	2.5492	1.2279	0.35055	0.73958	0.38528	0.20416	1.5981	2.2721	1.283	0.001052	0.001052	0.001052
19	18	1.5903	2.4267	1.169	0.26724	0.91545	0.38933	0.20806	1.5766	2.2506	1.2731	0.0010396	0.0010396	0.0010396
20	19	1.6377	2.527	1.2111	0.26109	0.76242	0.45438	0.25033	1.4467	2.3033	1.1902	0.0010273	0.0010273	0.0010273
21	20	1.577	2.435	1.1637	0.28773	0.69792	0.49318	0.2627	1.3876	2.3707	1.1592	0.0010149	0.0010149	0.0010149
22	21	1.4412	2.4164	1.1877	0.27451	0.79167	0.49329	0.27444	1.4166	2.1993	1.1648	0.0010025	0.0010025	0.0010025
23	22	1.4391	2.2272	1.0919	0.42283	0.56956	0.52529	0.29807	1.456	2.0284	1.1859	0.00099013	0.00099013	0.00099013
24	23	1.5165	2.1214	1.1033	0.56447	0.47838	0.57605	0.36241	1.4306	1.8919	1.1743	0.00097775	0.00097775	0.00097775
25	24	1.4193	1.9842	1.0977	0.39854	0.667	0.62776	0.4179	1.4015	1.8973	1.1666	0.00096537	0.00096537	0.00096537
26	25	1.5194	2.1415	1.1611	0.38625	0.75991	0.61912	0.40227	1.335	1.8276	1.1463	0.000953	0.000953	0.000953
27	26	1.6216	2.1536	1.2381	0.49525	0.74179	0.61782	0.32093	1.6539	2.0741	1.2842	0.00094062	0.00094062	0.00094062
28	27	1.6233	2.4495	1.2146	0.51436	0.68289	0.63472	0.39708	1.4118	2.2068	1.1811	0.00092825	0.00092825	0.00092825
29	28	1.4868	2.0652	1.1	0.52481	0.66079	0.77254	0.4756	1.4939	1.8389	1.2012	0.00091588	0.00091588	0.00091588
30	29	1.5562	2.2866	1.1161	0.55784	0.89617	0.81767	0.51903	1.4907	1.6541	1.192	0.0009035	0.0009035	0.0009035
31	30	1.6229	2.061	1.1361	0.57453	0.79765	0.76966	0.49315	1.4886	1.5862	1.1953	0.00089112	0.00089112	0.00089112
32	31	1.4536	2.0429	1.1452	0.65559	0.67787	0.79223	0.49376	1.482	1.6146	1.1924	0.00087875	0.00087875	0.00087875
33	32	1.4533	2.0517	1.1036	0.63263	0.79034	0.80711	0.5344	1.3768	1.6664	1.1446	0.00086637	0.00086637	0.00086637
34	33	1.3763	1.8739	1.1141	0.6894	0.72117	0.83156	0.55321	1.385	1.6834	1.1631	0.000854	0.000854	0.000854
35	34	1.4406	1.9001	1.1059	0.73316	0.79483	0.82672	0.52468	1.5998	1.7677	1.2669	0.00084162	0.00084162	0.00084162
36	35	1.5159	2.0886	1.1525	0.61778	0.74438	0.73387	0.48156	1.4774	1.7895	1.2031	0.00082925	0.00082925	0.00082925
37	36	1.4072	1.868	1.1145	0.63027	0.71352	0.75382	0.49864	1.3784	1.6775	1.1577	0.00081688	0.00081688	0.00081688
38	37	1.432	1.7504	1.1076	0.64116	0.78125	0.85037	0.54838	1.395	1.6882	1.157	0.0008045	0.0008045	0.0008045
39	38	1.3984	1.8411	1.1141	0.87349	0.71598	0.868	0.55446	1.424	1.8065	1.1787	0.00079213	0.00079213	0.00079213
40	39	1.3478	1.7562	1.0871	0.6351	0.75229	0.85889	0.53971	1.5034	1.7268	1.2185	0.00077975	0.00077975	0.00077975
41	40	1.4872	1.692	1.1462	0.65953	0.72046	0.85407	0.5469	1.4974	1.5429	1.2232	0.00076738	0.00076738	0.00076738
42	41	1.337	1.6904	1.0758	0.62247	0.85358	0.87899	0.54688	1.4343	1.3807	1.1799	0.000755	0.000755	0.000755
43	42	1.3818	1.7335	1.1047	0.69377	0.77805	0.8922	0.56457	1.4143	1.4045	1.1598	0.00074263	0.00074263	0.00074263
44	43	1.4022	1.7051	1.0809	0.57847	0.8369	0.90231	0.57489	1.3987	1.4316	1.1455	0.00073025	0.00073025	0.00073025
45	44	1.3356	1.7943	1.0719	0.81234	0.71156	0.89818	0.57704	1.3971	1.3297	1.1524	0.00071788	0.00071788	0.00071788
46	45	1.3707	1.6007	1.0699	0.80499	0.80618	0.90652	0.59811	1.3864	1.2725	1.1474	0.0007055	0.0007055	0.0007055
47	46	1.3118	1.5054	1.0103	0.72816	0.72917	0.89803	0.6077	1.3219	1.344	1.1234	0.00069313	0.00069313	0.00069313
48	47	1.4029	1.6153	1.0866	0.7428	0.72917	0.8714	0.60275	1.2421	1.4343	1.0938	0.00068075	0.00068075	0.00068075
49	48	1.2211	1.7031	1.0635	0.71101	0.71538	0.8781	0.62357	1.2052	1.4062	1.0857	0.00066838	0.00066838	0.00066838
50	49	1.3	1.5764	1.0385	0.85711	0.68525	0.87382	0.62224	1.2151	1.3536	1.0914	0.000656	0.000656	0.000656
51	50	1.317	1.4989	1.0527	0.92045	0.72917	0.88501	0.61741	1.2269	1.3221	1.0948	0.00064362	0.00064362	0.00064362
52	51	1.2734	1.689	1.0635	0.87198	0.7646	0.91535	0.61775	1.2298	1.3343	1.1123	0.00063125	0.00063125	0.00063125
53	52	1.3042	1.4167	1.0135	0.94135	0.77083	0.91913	0.64832	1.2464	1.2936	1.1053	0.00061887	0.00061887	0.00061887
54	53	1.2474	1.4625	1.0051	0.92314	0.80261	0.91973	0.61685	1.304	1.2347	1.1188	0.0006065	0.0006065	0.0006065
55	54	1.2624	1.4156	1.014	0.9492	0.8125	0.92485	0.64692	1.3332	1.206	1.1226	0.00059413	0.00059413	0.00059413
56	55	1.2813	1.4368	1.0561	0.90303	0.7944	0.92752	0.64541	1.3095	1.1927	1.1064	0.00058175	0.00058175	0.00058175
57	56	1.18	1.332	0.99945	0.84382	0.79318	0.93621	0.64455	1.3285	1.1341	1.1032	0.00056938	0.00056938	0.00056938
58	57	1.1921	1.4285	1.0326	0.71812	0.91578	0.91187	0.61938	1.3077	1.0894	1.0937	0.000557	0.000557	0.000557
59	58	1.2094	1.3996	1.053	0.82058	0.8361	0.91458	0.62816	1.2701	1.0681	1.0808	0.00054463	0.00054463	0.00054463
60	59	1.1873	1.3542	1.0186	0.97403	0.77318	0.94081	0.66996	1.2471	1.1048	1.0803	0.00053225	0.00053225	0.00053225
61	60	1.1764	1.3822	1.0128	0.93687	0.82576	0.93892	0.66558	1.2793	1.1683	1.0956	0.00051988	0.00051988	0.00051988
62	61	1.1781	1.3024	1.0033	0.92468	0.8263	0.94292	0.63078	1.321	1.2071	1.1132	0.0005075	0.0005075	0.0005075
63	62	1.1966	1.3386	0.99649	0.87787	0.8125	0.93079	0.61957	1.3088	1.2042	1.1094	0.00049513	0.00049513	0.00049513
64	63	1.1695	1.4941	1.0289	0.81008	0.83674	0.93521	0.63287	1.3162	1.1555	1.1083	0.00048275	0.00048275	0.00048275
65	64	1.1723	1.2947	1.0227	0.8072	0.81168	0.93521	0.61976	1.3126	1.1339	1.1058	0.00047038	0.00047038	0.00047038
66	65	1.2053	1.258	1.01	0.87709	0.74318	0.9325	0.62661	1.2961	1.1015	1.0986	0.000458	0.000458	0.000458
67	66	1.1283	1.205	1.0126	0.86547	0.74469	0.94386	0.6229	1.2999	1.0977	1.0964	0.00044563	0.00044563	0.00044563
68	67	1.1557	1.3718	0.968	0.84054	0.81903	0.94386	0.59847	1.3008	1.0756	1.1144	0.00043325	0.00043325	0.00043325
69	68	1.1907	1.3521	1.0155	0.75291	0.93643	0.94386	0.63537	1.2819	1.058	1.1105	0.00042087	0.00042087	0.00042087
70	69	1.2191	1.2547	1.0314	0.7423	0.95802	0.94386	0.64936	1.2511	1.0334	1.0962	0.0004085	0.0004085	0.0004085
71	70	1.1805	1.2898	1.0188	0.71596	0.96166	0.93775	0.66603	1.2246	1.0432	1.0859	0.00039613	0.00039613	0.00039613
72	71	0.99937	1.2376	0.96784	0.96662	0.73894	0.93775	0.68674	1.2027	1.0632	1.0707	0.00038375	0.00038375	0.00038375
73	72	1.0743	1.3461	0.96663	0.96502	0.73546	0.94027	0.69259	1.1843	1.0775	1.0551	0.00037138	0.00037138	0.00037138
74	73	1.2076	1.2397	1.038	0.9583	0.72624	0.93854	0.71104	1.1471	1.1254	1.0402	0.000359	0.000359	0.000359
75	74	1.1793	1.2819	0.96881	0.96135	0.73958	0.93699	0.67966	1.144	1.1502	1.0348	0.00034663	0.00034663	0.00034663
76	75	1.114	1.2257	0.98368	0.89478	0.76347	0.93652	0.68118	1.1153	1.1312	1.0309	0.00033425	0.00033425	0.00033425
77	76	1.1317	1.1662	1.0056	0.85257	0.76201	0.93652	0.68669	1.1041	1.1052	1.0282	0.00032188	0.00032188	0.00032188
78	77	1.1708	1.124	0.98628	0.83951	0.77725	0.93652	0.69776	1.1053	1.0626	1.0369	0.0003095	0.0003095	0.0003095
79	78	1.0966	1.0901	0.96334	0.67245	0.95309	0.93775	0.70273	1.0922	1.0387	1.0348	0.00029713	0.00029713	0.00029713
80	79	1.1103	1.0697	1.0013	0.68464	0.94141	0.93775	0.70019	1.0872	1.003	1.0353	0.00028475	0.00028475	0.00028475
81	80	1.1363	1.1233	1.0727	0.75804	0.88638	0.93775	0.68047	1.0987	0.97549	1.0323	0.00027237	0.00027237	0.00027237
82	81	1.1152	1.1026	0.99512	0.7513	0.91505	0.93489	0.65949	1.1237	1.0085	1.0337	0.00026	0.00026	0.00026
83	82	1.1615	1.1127	0.99785	0.7518	0.9415	0.91312	0.63495	1.1424	1.0158	1.0456	0.00024762	0.00024762	0.00024762
84	83	1.1159	1.1899	0.98937	0.73848	0.95682	0.92021	0.65092	1.1182	0.99037	1.0418	0.00023525	0.00023525	0.00023525
85	84	1.108	1.0955	0.95354	0.84398	0.86587	0.94983	0.67824	1.1518	1.0182	1.052	0.00022288	0.00022288	0.00022288
86	85	1.1001	1.1444	0.9974	0.85192	0.86739	0.94568	0.659	1.1752	1.0174	1.0646	0.0002105	0.0002105	0.0002105
87	86	1.1118	1.0816	0.97277	0.84544	0.86611	0.92506	0.65982	1.1652	1.0204	1.0605	0.00019813	0.00019813	0.00019813
88	87	1.1048	1.0276	1.0265	0.88927	0.83514	0.92827	0.67566	1.132	0.98702	1.0461	0.00018575	0.00018575	0.00018575
89	88	1.0708	1.072	0.99818	0.89604	0.8337	0.95256	0.69657	1.1219	1.004	1.0394	0.00017338	0.00017338	0.00017338
90	89	1.0008	1.0217	0.94668	0.91379	0.81481	0.95356	0.68384	1.1042	1.0075	1.0257	0.000161	0.000161	0.000161
91	90	1.194	1.1934	1.0148	0.90741	0.82907	0.96414	0.69756	1.0973	1.0062	1.0227	0.00014862	0.00014862	0.00014862
92	91	1.0139	1.0932	1.0048	0.93222	0.83004	0.96625	0.68215	1.0686	0.98961	1.0135	0.00013625	0.00013625	0.00013625
93	92	0.97736	1.0284	1.007	0.93581	0.8327	0.96625	0.69255	1.0613	0.97812	1.0136	0.00012387	0.00012387	0.00012387
94	93	1.0221	1.0835	0.99188	0.92322	0.8361	0.96625	0.69159	1.0525	0.95662	1.0168	0.0001115	0.0001115	0.0001115
95	94	1.0152	1.047	1.0333	0.91896	0.83798	0.96471	0.69609	1.0552	0.95714	1.0182	9.9125e-05	9.9125e-05	9.9125e-05
96	95	0.95324	1.0156	0.99488	0.92938	0.827	0.96471	0.68732	1.067	0.94788	1.023	8.675e-05	8.675e-05	8.675e-05
97	96	0.98486	1.0235	0.99197	0.88408	0.85691	0.95929	0.69385	1.0624	0.93485	1.0251	7.4375e-05	7.4375e-05	7.4375e-05
98	97	0.99355	1.0276	0.96297	0.88028	0.86186	0.95929	0.69257	1.0614	0.92109	1.0269	6.2e-05	6.2e-05	6.2e-05
99	98	0.97585	1.0231	0.94796	0.88325	0.86499	0.95929	0.6982	1.0581	0.91395	1.0233	4.9625e-05	4.9625e-05	4.9625e-05
100	99	0.99182	1.0451	0.97705	0.88602	0.8633	0.95543	0.69468	1.0629	0.92146	1.0272	3.725e-05	3.725e-05	3.725e-05
101	100	0.99777	1.011	0.99568	0.8856	0.85123	0.95543	0.69601	1.0569	0.93134	1.0264	2.4875e-05	2.4875e-05	2.4875e-05