Detection_Experiment/swoon_detect/sw_detect/final_100epoch/results.csv

1	epoch	time	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	34.7021	0.99692	3.11052	0.95462	0	0	0	0	1.96969	5.09543	1.66347	0.07624	0.00024	0.00024
3	2	58.1564	0.88533	0.81005	0.95966	0	0	0	0	1.13737	5.66392	1.11577	0.0514884	0.000488383	0.000488383
4	3	92.7895	0.83799	0.71399	0.94176	0.61429	0.46655	0.55241	0.41655	0.98618	4.08179	1.04621	0.0267351	0.000735116	0.000735116
5	4	105.051	0.79628	0.66035	0.92157	0.81025	0.49367	0.6697	0.38789	1.35581	2.29532	1.21563	0.0019802	0.000980199	0.000980199
6	5	129.478	0.81136	0.63385	0.94036	0.90182	0.76404	0.81811	0.543	1.13814	0.99886	1.19084	0.0009868	0.0009868	0.0009868
7	6	141.623	0.77441	0.59174	0.92343	0.79664	0.72963	0.70525	0.45371	1.09478	1.06992	1.22257	0.0009835	0.0009835	0.0009835
8	7	154.902	0.77167	0.57802	0.91993	0.8682	0.83183	0.86792	0.63549	0.83551	0.70814	0.9794	0.0009802	0.0009802	0.0009802
9	8	169.038	0.74894	0.55503	0.91538	0.819	0.76492	0.80273	0.54722	0.98313	0.94247	1.06882	0.0009769	0.0009769	0.0009769
10	9	181.969	0.72558	0.5317	0.90209	0.87925	0.8481	0.8802	0.66413	0.84099	0.61761	0.99128	0.0009736	0.0009736	0.0009736
11	10	195.299	0.7306	0.51875	0.91204	0.8461	0.82098	0.84278	0.60296	0.8736	0.70076	1.05043	0.0009703	0.0009703	0.0009703
12	11	206.919	0.71221	0.52812	0.90491	0.89736	0.85714	0.89136	0.66282	0.8198	0.87756	0.98645	0.000967	0.000967	0.000967
13	12	217.7	0.68637	0.49626	0.89712	0.89841	0.83363	0.8516	0.6221	0.8753	0.73016	1.09195	0.0009637	0.0009637	0.0009637
14	13	228.845	0.66379	0.47568	0.8969	0.87593	0.84259	0.82557	0.58133	0.86205	0.68953	1.09495	0.0009604	0.0009604	0.0009604
15	14	239.297	0.68917	0.49114	0.89622	0.87716	0.86511	0.86626	0.63591	0.81925	0.61207	1.06045	0.0009571	0.0009571	0.0009571
16	15	250.335	0.67633	0.47741	0.89762	0.89996	0.83183	0.86878	0.63899	0.75256	0.64579	0.96647	0.0009538	0.0009538	0.0009538
17	16	261.353	0.63476	0.46476	0.8834	0.88932	0.87182	0.88096	0.66666	0.77169	0.5558	1.01473	0.0009505	0.0009505	0.0009505
18	17	272.608	0.65515	0.46115	0.88384	0.8921	0.83363	0.86032	0.62239	0.83968	0.87876	1.07603	0.0009472	0.0009472	0.0009472
19	18	284.717	0.64001	0.45228	0.87949	0.88447	0.81555	0.85197	0.63428	0.82735	0.59532	1.03181	0.0009439	0.0009439	0.0009439
20	19	296.522	0.62268	0.4525	0.88487	0.91193	0.84262	0.88032	0.64832	0.79121	0.61895	1.03754	0.0009406	0.0009406	0.0009406
21	20	309.592	0.63448	0.44433	0.88512	0.87666	0.82261	0.81656	0.55511	0.95443	0.65184	1.22882	0.0009373	0.0009373	0.0009373
22	21	322.182	0.63823	0.44304	0.88037	0.89522	0.85172	0.86106	0.60464	0.86042	0.51554	1.10164	0.000934	0.000934	0.000934
23	22	336.13	0.6077	0.4324	0.8729	0.89107	0.85714	0.84127	0.61986	0.81008	0.57466	1.06811	0.0009307	0.0009307	0.0009307
24	23	350.28	0.6207	0.43229	0.87345	0.9104	0.83183	0.8714	0.6628	0.78211	0.51027	1.03652	0.0009274	0.0009274	0.0009274
25	24	363.862	0.61806	0.43114	0.87883	0.88748	0.8415	0.87401	0.64248	0.81787	0.49065	1.08271	0.0009241	0.0009241	0.0009241
26	25	377.203	0.61985	0.43001	0.87774	0.90222	0.83183	0.87338	0.6879	0.68979	1.01589	0.94388	0.0009208	0.0009208	0.0009208
27	26	390.499	0.61656	0.42297	0.87265	0.93582	0.86799	0.9013	0.67935	0.76562	0.49424	0.98975	0.0009175	0.0009175	0.0009175
28	27	400.903	0.59142	0.40623	0.86666	0.92075	0.84629	0.88782	0.65838	0.77885	0.49803	1.04222	0.0009142	0.0009142	0.0009142
29	28	410.675	0.61042	0.41839	0.86873	0.90809	0.86257	0.87778	0.6555	0.76453	0.49995	1.00262	0.0009109	0.0009109	0.0009109
30	29	420.742	0.60576	0.41804	0.87656	0.91377	0.86235	0.88164	0.6601	0.73928	0.50308	0.99722	0.0009076	0.0009076	0.0009076
31	30	430.739	0.60603	0.41587	0.87676	0.89383	0.85254	0.89738	0.70005	0.71229	0.57312	0.94632	0.0009043	0.0009043	0.0009043
32	31	441.256	0.58791	0.41053	0.8654	0.90738	0.86618	0.88465	0.66675	0.76349	0.49064	1.0192	0.000901	0.000901	0.000901
33	32	451.956	0.58351	0.401	0.86283	0.91953	0.88854	0.90063	0.67086	0.78939	0.45019	1.0224	0.0008977	0.0008977	0.0008977
34	33	462.051	0.58838	0.41156	0.86788	0.92141	0.848	0.9108	0.69488	0.76778	0.49542	0.97043	0.0008944	0.0008944	0.0008944
35	34	472.298	0.5913	0.4086	0.8747	0.91674	0.85612	0.88607	0.64755	0.76797	0.52436	1.02984	0.0008911	0.0008911	0.0008911
36	35	484.125	0.57349	0.40808	0.865	0.90827	0.84156	0.88382	0.65875	0.76037	0.52884	1.00972	0.0008878	0.0008878	0.0008878
37	36	500.707	0.57406	0.39802	0.86615	0.90859	0.86618	0.89931	0.67024	0.76235	0.47401	1.03001	0.0008845	0.0008845	0.0008845
38	37	516.541	0.5699	0.39999	0.8673	0.90577	0.8698	0.87365	0.62141	0.80525	0.53512	1.10353	0.0008812	0.0008812	0.0008812
39	38	532.623	0.54216	0.38326	0.85993	0.9205	0.87936	0.9027	0.68621	0.76165	0.46101	1.01179	0.0008779	0.0008779	0.0008779
40	39	543.733	0.5696	0.40019	0.86481	0.92391	0.87834	0.90979	0.70101	0.72586	0.44776	0.99587	0.0008746	0.0008746	0.0008746
41	40	558.525	0.56581	0.39388	0.8605	0.90462	0.87469	0.90686	0.7134	0.70046	0.43642	0.9893	0.0008713	0.0008713	0.0008713
42	41	571.17	0.56399	0.38437	0.86165	0.91521	0.88608	0.90844	0.70078	0.68867	0.45458	0.96522	0.000868	0.000868	0.000868
43	42	584.833	0.56076	0.39028	0.85887	0.90656	0.88608	0.91085	0.7337	0.70138	0.42411	0.95804	0.0008647	0.0008647	0.0008647
44	43	598.723	0.54489	0.38042	0.85394	0.90197	0.86618	0.89149	0.68332	0.75302	0.47361	1.01357	0.0008614	0.0008614	0.0008614
45	44	611.639	0.55044	0.37233	0.85598	0.93751	0.87884	0.9118	0.72068	0.68576	0.43353	0.95107	0.0008581	0.0008581	0.0008581
46	45	624.771	0.55095	0.37455	0.85631	0.90754	0.85199	0.87837	0.68771	0.70368	0.4779	0.9985	0.0008548	0.0008548	0.0008548
47	46	640.54	0.56156	0.38495	0.86831	0.90819	0.85859	0.87414	0.64421	0.77426	0.45845	1.048	0.0008515	0.0008515	0.0008515
48	47	655.686	0.5547	0.37727	0.85514	0.91334	0.87665	0.90121	0.68988	0.76153	0.45147	1.04075	0.0008482	0.0008482	0.0008482
49	48	669.206	0.56647	0.38913	0.86151	0.90202	0.88427	0.89978	0.66623	0.76016	0.46199	1.03915	0.0008449	0.0008449	0.0008449
50	49	684.126	0.53937	0.36699	0.85849	0.89649	0.8457	0.89009	0.67258	0.77955	0.45769	1.07779	0.0008416	0.0008416	0.0008416
51	50	698.461	0.54831	0.36492	0.85622	0.89782	0.88065	0.90287	0.71383	0.697	0.42852	1.00059	0.0008383	0.0008383	0.0008383
52	51	713.645	0.54613	0.36397	0.85931	0.90096	0.87703	0.88793	0.67727	0.75559	0.47143	1.01223	0.000835	0.000835	0.000835
53	52	731.977	0.54465	0.37022	0.86009	0.90715	0.88338	0.89602	0.68439	0.7357	0.4338	1.01677	0.0008317	0.0008317	0.0008317
54	53	743.045	0.52914	0.37523	0.8544	0.89495	0.88246	0.90087	0.69102	0.73401	0.46935	1.00157	0.0008284	0.0008284	0.0008284
55	54	754.526	0.52389	0.36796	0.85348	0.90375	0.87703	0.90136	0.68208	0.72443	0.4251	0.99654	0.0008251	0.0008251	0.0008251
56	55	766.145	0.53695	0.37007	0.8593	0.92242	0.88065	0.90644	0.69544	0.72786	0.43352	1.01616	0.0008218	0.0008218	0.0008218
57	56	777.738	0.53298	0.37268	0.85449	0.92986	0.87884	0.91812	0.70779	0.72376	0.4199	1.02072	0.0008185	0.0008185	0.0008185
58	57	789.079	0.52278	0.36385	0.84482	0.93893	0.86187	0.90375	0.69383	0.70366	0.44424	0.99126	0.0008152	0.0008152	0.0008152
59	58	800.046	0.53586	0.36782	0.8521	0.93618	0.85172	0.88593	0.6846	0.72546	0.48908	1.02899	0.0008119	0.0008119	0.0008119
60	59	812.447	0.51175	0.3556	0.84435	0.91532	0.87955	0.89698	0.66439	0.78617	0.44624	1.08033	0.0008086	0.0008086	0.0008086
61	60	822.502	0.52929	0.35839	0.8547	0.91753	0.88788	0.90612	0.67992	0.7899	0.43338	1.04613	0.0008053	0.0008053	0.0008053
62	61	835.085	0.53648	0.36334	0.85282	0.94742	0.88427	0.92062	0.70481	0.72008	0.4443	0.96516	0.000802	0.000802	0.000802
63	62	846.861	0.51907	0.35473	0.84629	0.92732	0.87703	0.89766	0.68322	0.70787	0.47261	1.01025	0.0007987	0.0007987	0.0007987
64	63	858.564	0.51051	0.3523	0.85127	0.92886	0.88427	0.90168	0.70173	0.69482	0.46427	0.97892	0.0007954	0.0007954	0.0007954
65	64	870.064	0.52071	0.3634	0.85274	0.92049	0.8698	0.88206	0.68041	0.71646	0.48517	1.00591	0.0007921	0.0007921	0.0007921
66	65	882.799	0.50793	0.34813	0.85074	0.9073	0.88065	0.90013	0.69868	0.70316	0.45048	0.98568	0.0007888	0.0007888	0.0007888
67	66	896.029	0.51142	0.34745	0.8548	0.90485	0.85353	0.89757	0.69137	0.73512	0.42862	1.05296	0.0007855	0.0007855	0.0007855
68	67	907.816	0.51635	0.34536	0.85241	0.92261	0.88388	0.90844	0.7153	0.67732	0.41922	1.00051	0.0007822	0.0007822	0.0007822
69	68	918.958	0.50808	0.35686	0.84852	0.94178	0.86257	0.90453	0.66669	0.76668	0.43723	1.07557	0.0007789	0.0007789	0.0007789
70	69	931.244	0.4998	0.33677	0.84352	0.92619	0.88496	0.90317	0.68321	0.75844	0.42174	1.04478	0.0007756	0.0007756	0.0007756
71	70	942.872	0.52196	0.35231	0.8499	0.92503	0.87021	0.90893	0.69302	0.72319	0.45712	1.01505	0.0007723	0.0007723	0.0007723
72	71	955.449	0.50125	0.33892	0.84865	0.91341	0.87752	0.90688	0.69514	0.723	0.41792	1.03109	0.000769	0.000769	0.000769
73	72	968.156	0.49979	0.34101	0.84551	0.93439	0.89331	0.9212	0.72195	0.69226	0.40073	0.97614	0.0007657	0.0007657	0.0007657
74	73	980.354	0.51371	0.34288	0.84347	0.93253	0.87475	0.89787	0.69665	0.71931	0.41821	0.99889	0.0007624	0.0007624	0.0007624
75	74	991.234	0.50302	0.33922	0.84588	0.90984	0.87342	0.90602	0.69639	0.7558	0.42219	1.05959	0.0007591	0.0007591	0.0007591
76	75	1004.05	0.49584	0.34472	0.84401	0.92344	0.86438	0.8959	0.68855	0.72366	0.43524	1.02242	0.0007558	0.0007558	0.0007558
77	76	1014.82	0.49028	0.33776	0.84343	0.92713	0.89725	0.91799	0.70346	0.7291	0.41195	1.01147	0.0007525	0.0007525	0.0007525
78	77	1027.12	0.49405	0.32601	0.84625	0.92347	0.89467	0.90552	0.69395	0.72762	0.41947	1.04666	0.0007492	0.0007492	0.0007492
79	78	1039.23	0.49736	0.33638	0.84642	0.92874	0.87703	0.91351	0.69864	0.70537	0.42223	1.02199	0.0007459	0.0007459	0.0007459
80	79	1051	0.49819	0.34083	0.84315	0.89828	0.88969	0.91238	0.69457	0.72477	0.42391	1.02981	0.0007426	0.0007426	0.0007426
81	80	1066.14	0.51095	0.3441	0.85009	0.87679	0.87703	0.87828	0.65401	0.76728	0.49605	1.10681	0.0007393	0.0007393	0.0007393
82	81	1079.16	0.50392	0.3406	0.84965	0.91518	0.87161	0.91496	0.74287	0.65844	0.3773	0.98431	0.000736	0.000736	0.000736
83	82	1090.51	0.50999	0.33647	0.84333	0.92449	0.88065	0.91303	0.72863	0.64829	0.40398	0.97032	0.0007327	0.0007327	0.0007327
84	83	1103.58	0.48732	0.33154	0.84668	0.90863	0.88114	0.89377	0.69624	0.71363	0.42001	1.02309	0.0007294	0.0007294	0.0007294
85	84	1115	0.5065	0.33619	0.84501	0.9053	0.90778	0.91101	0.69981	0.71369	0.39276	1.01418	0.0007261	0.0007261	0.0007261
86	85	1128.82	0.48695	0.32756	0.83675	0.92652	0.88427	0.91005	0.71521	0.66321	0.41992	0.9582	0.0007228	0.0007228	0.0007228
87	86	1140.24	0.48709	0.32554	0.83767	0.90453	0.85663	0.89772	0.68684	0.7045	0.51257	1.01486	0.0007195	0.0007195	0.0007195
88	87	1151.85	0.48991	0.33384	0.84448	0.907	0.85895	0.89311	0.7048	0.688	0.40654	1.02405	0.0007162	0.0007162	0.0007162
89	88	1165.82	0.47768	0.32078	0.84114	0.91335	0.87703	0.90457	0.71941	0.69662	0.41756	1.01658	0.0007129	0.0007129	0.0007129
90	89	1179.9	0.46292	0.31346	0.83747	0.92017	0.87523	0.90512	0.70031	0.70133	0.41296	1.01517	0.0007096	0.0007096	0.0007096
91	90	1191.64	0.47472	0.32031	0.8383	0.94056	0.85172	0.91256	0.69874	0.74546	0.43067	1.03178	0.0007063	0.0007063	0.0007063
92	91	1203.66	0.47272	0.31834	0.83749	0.95372	0.86799	0.91379	0.72971	0.65447	0.40239	0.98918	0.000703	0.000703	0.000703
93	92	1216.18	0.47563	0.32345	0.83923	0.93656	0.85353	0.90677	0.71197	0.68924	0.39718	1.0055	0.0006997	0.0006997	0.0006997
94	93	1227.95	0.46929	0.31942	0.8356	0.90919	0.86907	0.88844	0.68078	0.71498	0.4308	1.03819	0.0006964	0.0006964	0.0006964
95	94	1240.14	0.47526	0.32685	0.84088	0.9424	0.85533	0.90051	0.69235	0.719	0.46186	1.00832	0.0006931	0.0006931	0.0006931
96	95	1252.74	0.48414	0.32903	0.84224	0.92802	0.83933	0.89681	0.70984	0.71585	0.42711	0.99938	0.0006898	0.0006898	0.0006898
97	96	1265.32	0.47906	0.3228	0.84473	0.90319	0.86043	0.91377	0.71846	0.73123	0.42424	1.02599	0.0006865	0.0006865	0.0006865
98	97	1280.87	0.48515	0.32743	0.84377	0.92493	0.89127	0.91324	0.70149	0.68474	0.42236	1.00245	0.0006832	0.0006832	0.0006832
99	98	1297.05	0.47635	0.31794	0.84276	0.95706	0.88608	0.92523	0.70832	0.72985	0.38181	1.0252	0.0006799	0.0006799	0.0006799
100	99	1310.21	0.48074	0.3315	0.83991	0.93131	0.87342	0.91162	0.69733	0.73048	0.39416	1.04901	0.0006766	0.0006766	0.0006766
101	100	1324.04	0.4728	0.31981	0.8406	0.90226	0.86804	0.89342	0.69261	0.71012	0.40061	1.03366	0.0006733	0.0006733	0.0006733
102	101	1337.56	0.47076	0.31483	0.83844	0.91424	0.85353	0.90281	0.712	0.69518	0.41087	1.01541	0.00067	0.00067	0.00067
103	102	1349.55	0.46218	0.32041	0.8428	0.92492	0.84655	0.89672	0.69095	0.71203	0.41839	1.03681	0.0006667	0.0006667	0.0006667
104	103	1361.88	0.47578	0.32417	0.84119	0.9111	0.8698	0.8834	0.66869	0.72213	0.44994	1.06049	0.0006634	0.0006634	0.0006634
105	104	1373.19	0.44611	0.3066	0.83246	0.91481	0.86257	0.88833	0.6986	0.69694	0.41254	1.05253	0.0006601	0.0006601	0.0006601
106	105	1386.37	0.46857	0.3156	0.83695	0.92071	0.86092	0.89771	0.71171	0.67548	0.38121	1.03343	0.0006568	0.0006568	0.0006568
107	106	1398.46	0.45919	0.30846	0.83651	0.91555	0.86076	0.90131	0.70325	0.7458	0.40659	1.08415	0.0006535	0.0006535	0.0006535
108	107	1411.68	0.45874	0.3063	0.83803	0.90968	0.8924	0.91799	0.71584	0.69706	0.38962	1.00431	0.0006502	0.0006502	0.0006502
109	108	1424.53	0.4754	0.31973	0.84394	0.92331	0.87703	0.89881	0.67953	0.73075	0.41059	1.05216	0.0006469	0.0006469	0.0006469
110	109	1438.7	0.46546	0.31341	0.83591	0.92759	0.87884	0.90256	0.71366	0.69365	0.39958	0.992	0.0006436	0.0006436	0.0006436
111	110	1452.06	0.45854	0.31392	0.84118	0.93255	0.87502	0.91568	0.70022	0.72925	0.41023	1.00777	0.0006403	0.0006403	0.0006403
112	111	1465.5	0.44592	0.30402	0.82915	0.94543	0.88427	0.90657	0.70177	0.7009	0.3977	1.0271	0.000637	0.000637	0.000637
113	112	1477.06	0.45529	0.31071	0.83851	0.9054	0.87161	0.8999	0.69202	0.7317	0.40164	1.04734	0.0006337	0.0006337	0.0006337
114	113	1488.71	0.46451	0.31103	0.83599	0.91115	0.87884	0.90566	0.70506	0.73948	0.37495	1.05174	0.0006304	0.0006304	0.0006304
115	114	1500.81	0.46996	0.31577	0.83512	0.9083	0.87342	0.89372	0.68722	0.74065	0.42079	1.06653	0.0006271	0.0006271	0.0006271
116	115	1513.38	0.45662	0.31001	0.83788	0.91057	0.8698	0.88247	0.68998	0.70139	0.40224	1.0493	0.0006238	0.0006238	0.0006238
117	116	1524.08	0.45388	0.31186	0.83535	0.91681	0.87342	0.89354	0.72169	0.66688	0.40111	0.97052	0.0006205	0.0006205	0.0006205
118	117	1536.61	0.45111	0.30597	0.83164	0.93357	0.88948	0.91159	0.69986	0.71294	0.39073	1.02112	0.0006172	0.0006172	0.0006172
119	118	1549.47	0.4345	0.2954	0.82631	0.9232	0.87161	0.89594	0.69382	0.70477	0.40546	1.03334	0.0006139	0.0006139	0.0006139
120	119	1562.12	0.44801	0.30341	0.83352	0.91578	0.86512	0.89412	0.70999	0.69146	0.43679	1.00766	0.0006106	0.0006106	0.0006106
121	120	1573.48	0.46259	0.31746	0.84003	0.94086	0.86303	0.91118	0.71194	0.69432	0.40778	1.00319	0.0006073	0.0006073	0.0006073
122	121	1586.94	0.45296	0.31182	0.83985	0.93357	0.88946	0.90923	0.68917	0.71741	0.39807	1.06493	0.000604	0.000604	0.000604
123	122	1599.18	0.45678	0.30899	0.83971	0.92137	0.88788	0.90705	0.73081	0.65972	0.39474	0.96801	0.0006007	0.0006007	0.0006007
124	123	1612.03	0.4371	0.29534	0.829	0.93054	0.87161	0.89555	0.70609	0.68901	0.40615	1.02068	0.0005974	0.0005974	0.0005974
125	124	1623.18	0.44696	0.30177	0.82855	0.89859	0.88131	0.90181	0.69312	0.70231	0.40449	1.03315	0.0005941	0.0005941	0.0005941
126	125	1635.74	0.42877	0.29038	0.82506	0.92344	0.87241	0.89231	0.68589	0.71746	0.42029	1.054	0.0005908	0.0005908	0.0005908
127	126	1646.86	0.43511	0.29468	0.82365	0.92015	0.87703	0.90056	0.67951	0.72235	0.42416	1.05745	0.0005875	0.0005875	0.0005875
128	127	1659.88	0.43624	0.29691	0.833	0.93942	0.87703	0.91105	0.72035	0.67245	0.40004	1.0088	0.0005842	0.0005842	0.0005842
129	128	1673.21	0.44243	0.29824	0.83473	0.91167	0.89331	0.9076	0.70523	0.71986	0.39723	1.02448	0.0005809	0.0005809	0.0005809
130	129	1684.86	0.44449	0.30788	0.8389	0.92457	0.88969	0.90368	0.70112	0.68756	0.41945	1.01377	0.0005776	0.0005776	0.0005776
131	130	1698.56	0.43999	0.30379	0.83098	0.92088	0.8915	0.90796	0.70892	0.67524	0.39043	1.01174	0.0005743	0.0005743	0.0005743
132	131	1711.07	0.43848	0.29905	0.82695	0.92732	0.87679	0.89832	0.69459	0.69666	0.40026	1.04369	0.000571	0.000571	0.000571