AP/runs/detect/train/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	5.72643	3.67156	4.3828	3.76311	0.0185	0.33333	0.02005	0.00356	3.98024	3.56115	4.25425	8e-05	8e-05	8e-05
3	2	12.3021	3.57806	4.13976	3.6756	0.08209	0.12121	0.03316	0.00835	3.37363	7.7394	3.6972	0.000178218	0.000178218	0.000178218
4	3	16.9465	2.72411	2.85557	2.70985	0.0382	0.27273	0.03836	0.0071	3.69049	4.43626	4.43693	0.000274456	0.000274456	0.000274456
5	4	21.3104	2.2073	2.34105	2.2988	0.06108	0.12121	0.03998	0.01168	3.02601	3.93376	3.68709	0.000368714	0.000368714	0.000368714
6	5	25.822	1.98917	2.22404	2.15711	0.15962	0.21212	0.06391	0.01799	3.128	5.83457	3.43376	0.000460992	0.000460992	0.000460992
7	6	30.292	1.86897	2.224	2.01992	0.09396	0.18182	0.04645	0.01105	3.29276	3.05191	3.62909	0.00055129	0.00055129	0.00055129
8	7	34.6711	1.84519	1.98757	1.97228	0.17679	0.24242	0.11178	0.03687	2.75333	3.84652	3.32937	0.000639608	0.000639608	0.000639608
9	8	39.1502	1.68023	1.90019	1.88294	0.25441	0.63636	0.33993	0.10935	2.3453	2.69532	3.05538	0.000725946	0.000725946	0.000725946
10	9	43.6632	1.78433	1.96534	1.94691	0.19127	0.24242	0.11201	0.02397	2.8069	5.67792	3.33313	0.000810304	0.000810304	0.000810304
11	10	48.0191	1.70278	1.82618	1.87778	0.0819	0.45455	0.06508	0.01452	3.06407	88.0484	4.38018	0.000892682	0.000892682	0.000892682
12	11	52.3433	1.73932	1.85015	1.86806	0.03572	0.69697	0.0298	0.00917	2.97337	210.321	3.9551	0.00097308	0.00097308	0.00097308
13	12	56.6753	1.70734	1.8268	1.84118	0.13784	0.51515	0.13117	0.0361	3.06858	15.6274	8.05174	0.0010515	0.0010515	0.0010515
14	13	61.0039	1.73522	1.78714	1.91407	0.13716	0.48485	0.10889	0.03524	2.88956	14.4932	5.98567	0.00112794	0.00112794	0.00112794
15	14	65.3352	1.75285	1.9184	1.97315	0.08553	0.39394	0.06664	0.01325	3.20444	83.3877	10.698	0.00120239	0.00120239	0.00120239
16	15	69.69	1.69331	1.81734	1.90708	0.16	0.12121	0.11218	0.04501	2.74499	24.8946	4.3511	0.00127487	0.00127487	0.00127487
17	16	74.0411	1.59694	1.80375	1.84946	0.05807	0.27273	0.04588	0.01409	2.61212	21.2875	4.39286	0.00134537	0.00134537	0.00134537
18	17	78.3854	1.5849	1.86409	1.85251	0.11446	0.28209	0.07841	0.02474	2.61408	8.0376	4.34433	0.00141389	0.00141389	0.00141389
19	18	82.7014	1.5321	1.77697	1.80781	0.20089	0.36364	0.15541	0.05139	2.45101	6.70023	3.3485	0.00148043	0.00148043	0.00148043
20	19	87.0192	1.70974	1.76679	1.89759	0.17449	0.63636	0.2137	0.08537	2.41897	5.20079	3.20806	0.00154498	0.00154498	0.00154498
21	20	91.3932	1.59517	1.71295	1.81035	0.08561	0.45455	0.08468	0.03099	2.26845	11.878	3.31579	0.00160756	0.00160756	0.00160756
22	21	95.7352	1.58752	1.70935	1.79939	0.042	0.56326	0.04427	0.01603	2.19206	25.3837	2.89777	0.001604	0.001604	0.001604
23	22	100.092	1.52311	1.67098	1.73539	0.0971	0.21212	0.06438	0.01516	2.66404	35.1913	4.39172	0.0015842	0.0015842	0.0015842
24	23	104.441	1.46115	1.6877	1.71277	0.08512	0.45455	0.0662	0.02132	2.40574	12.4521	3.11695	0.0015644	0.0015644	0.0015644
25	24	108.774	1.60922	1.72986	1.81831	0.10244	0.39394	0.13182	0.05233	2.42898	2.83184	3.05972	0.0015446	0.0015446	0.0015446
26	25	113.113	1.61413	1.74269	1.82683	0.18692	0.33333	0.20402	0.08667	2.17566	2.70641	2.69061	0.0015248	0.0015248	0.0015248
27	26	117.44	1.52833	1.57911	1.77081	0.20384	0.21212	0.09556	0.04015	2.65477	4.04138	3.16193	0.001505	0.001505	0.001505
28	27	121.783	1.51348	1.62159	1.78509	0.20008	0.24242	0.14207	0.04596	2.47478	3.28856	2.98254	0.0014852	0.0014852	0.0014852
29	28	126.153	1.52325	1.69727	1.79092	0.26736	0.60606	0.37782	0.15342	1.78322	2.99144	2.28374	0.0014654	0.0014654	0.0014654
30	29	130.664	1.46859	1.61125	1.73362	0.31513	0.66667	0.41567	0.17432	1.88853	2.41385	2.37206	0.0014456	0.0014456	0.0014456
31	30	135.296	1.4503	1.60286	1.74709	0.32703	0.48597	0.36917	0.14412	2.03777	2.78805	2.52543	0.0014258	0.0014258	0.0014258
32	31	139.858	1.43549	1.55021	1.71386	0.47907	0.51515	0.51435	0.18302	2.1351	3.09592	2.8644	0.001406	0.001406	0.001406
33	32	144.645	1.45845	1.5331	1.72086	0.5122	0.51515	0.46177	0.17497	2.21666	2.909	2.91438	0.0013862	0.0013862	0.0013862
34	33	149.253	1.48115	1.59908	1.71171	0.49354	0.59078	0.58037	0.21792	2.18106	2.19591	2.90061	0.0013664	0.0013664	0.0013664
35	34	153.898	1.42198	1.59654	1.66223	0.54227	0.57576	0.59989	0.21321	2.08142	1.8666	2.51785	0.0013466	0.0013466	0.0013466
36	35	158.283	1.48204	1.60355	1.72705	0.54112	0.66667	0.62383	0.20503	2.18	1.79706	2.69258	0.0013268	0.0013268	0.0013268
37	36	162.689	1.4839	1.5298	1.70923	0.42208	0.51515	0.45887	0.16959	2.22514	2.24517	2.85174	0.001307	0.001307	0.001307
38	37	167.066	1.44424	1.55726	1.68142	0.35331	0.64577	0.30355	0.12262	1.92722	2.2969	2.65934	0.0012872	0.0012872	0.0012872
39	38	171.392	1.48338	1.55168	1.69696	0.34101	0.63636	0.34862	0.14963	1.60145	2.02031	2.07382	0.0012674	0.0012674	0.0012674
40	39	175.743	1.43062	1.56345	1.67581	0.33902	0.54401	0.32785	0.14902	1.52274	1.80524	2.03889	0.0012476	0.0012476	0.0012476
41	40	180.129	1.41979	1.51714	1.6457	0.54502	0.45455	0.50379	0.19943	1.92247	1.64886	2.42861	0.0012278	0.0012278	0.0012278
42	41	184.477	1.31237	1.42861	1.58283	0.44408	0.60606	0.52343	0.25246	1.86418	1.48425	2.30716	0.001208	0.001208	0.001208
43	42	188.946	1.34581	1.48831	1.63456	0.50252	0.60606	0.49417	0.26274	1.809	1.49134	2.22146	0.0011882	0.0011882	0.0011882
44	43	193.407	1.34004	1.48138	1.61621	0.53303	0.60606	0.54805	0.28319	1.79095	1.54628	2.19338	0.0011684	0.0011684	0.0011684
45	44	197.898	1.36302	1.46455	1.63818	0.56392	0.63636	0.67198	0.30481	1.90612	1.47108	2.27633	0.0011486	0.0011486	0.0011486
46	45	202.391	1.3705	1.48325	1.65064	0.49353	0.60606	0.58723	0.29189	1.84181	1.45382	2.18001	0.0011288	0.0011288	0.0011288
47	46	206.717	1.35712	1.48053	1.63211	0.52845	0.54545	0.62434	0.35596	1.68417	1.34909	2.03573	0.001109	0.001109	0.001109
48	47	211.193	1.33498	1.42963	1.64315	0.52155	0.54545	0.57177	0.33606	1.61238	1.38053	2.0089	0.0010892	0.0010892	0.0010892
49	48	215.559	1.38362	1.46192	1.66674	0.63134	0.60606	0.65351	0.3534	1.5572	1.44556	2.01448	0.0010694	0.0010694	0.0010694
50	49	220.062	1.38305	1.49499	1.63648	0.61953	0.51515	0.60245	0.32514	1.62437	1.45501	2.05571	0.0010496	0.0010496	0.0010496
51	50	224.388	1.34021	1.40258	1.60198	0.4854	0.60606	0.58387	0.32447	1.69603	1.44634	2.14749	0.0010298	0.0010298	0.0010298
52	51	228.756	1.34781	1.51903	1.65182	0.36935	0.65677	0.5991	0.30611	1.75112	1.50902	2.2165	0.00101	0.00101	0.00101
53	52	233.116	1.34948	1.4155	1.60601	0.55926	0.57681	0.65257	0.3126	1.82231	1.4	2.18346	0.0009902	0.0009902	0.0009902
54	53	237.445	1.33322	1.42959	1.60666	0.64506	0.72727	0.7297	0.35322	1.78502	1.38436	2.18955	0.0009704	0.0009704	0.0009704
55	54	241.927	1.30619	1.44488	1.61307	0.86355	0.66667	0.78167	0.35627	1.77542	1.41532	2.23499	0.0009506	0.0009506	0.0009506
56	55	246.404	1.33606	1.43711	1.62398	0.72413	0.63635	0.67131	0.33324	1.73389	1.45348	2.19265	0.0009308	0.0009308	0.0009308
57	56	250.775	1.37284	1.41968	1.67606	0.70324	0.63636	0.69395	0.36546	1.62668	1.47869	2.04984	0.000911	0.000911	0.000911
58	57	255.114	1.32879	1.37242	1.61935	0.67519	0.63007	0.67936	0.32865	1.77184	1.46456	2.21449	0.0008912	0.0008912	0.0008912
59	58	259.465	1.29078	1.4069	1.59964	0.74946	0.57576	0.68762	0.3434	1.79908	1.44067	2.28573	0.0008714	0.0008714	0.0008714
60	59	263.81	1.3268	1.36948	1.59004	0.52959	0.68248	0.69669	0.36283	1.75807	1.47034	2.20936	0.0008516	0.0008516	0.0008516
61	60	268.175	1.29738	1.3678	1.59613	0.76188	0.45455	0.57739	0.31886	1.61439	1.46252	2.01627	0.0008318	0.0008318	0.0008318
62	61	272.527	1.28737	1.35472	1.60978	0.63904	0.4829	0.53329	0.25678	1.69364	1.72403	2.17795	0.000812	0.000812	0.000812
63	62	276.879	1.22633	1.3235	1.53541	0.8013	0.48897	0.60483	0.27955	1.68674	1.58315	2.11206	0.0007922	0.0007922	0.0007922
64	63	281.246	1.29858	1.37588	1.58202	0.75116	0.57576	0.67394	0.34944	1.56691	1.42479	2.01859	0.0007724	0.0007724	0.0007724
65	64	285.627	1.25055	1.3751	1.56438	0.72081	0.57576	0.69822	0.36298	1.5223	1.32115	1.95582	0.0007526	0.0007526	0.0007526
66	65	289.987	1.2459	1.29795	1.55716	0.69553	0.66667	0.68612	0.36843	1.55475	1.30573	1.92695	0.0007328	0.0007328	0.0007328
67	66	294.485	1.21622	1.29452	1.52742	0.62027	0.63636	0.68079	0.38582	1.55652	1.31497	1.90782	0.000713	0.000713	0.000713
68	67	298.939	1.28105	1.36223	1.56627	0.64201	0.54352	0.64606	0.36617	1.5353	1.33158	1.92403	0.0006932	0.0006932	0.0006932
69	68	303.317	1.27364	1.3471	1.57533	0.49471	0.62323	0.62905	0.35324	1.60884	1.40722	1.98271	0.0006734	0.0006734	0.0006734
70	69	307.652	1.22627	1.26437	1.54469	0.71287	0.48485	0.60879	0.34835	1.60999	1.37129	1.9679	0.0006536	0.0006536	0.0006536
71	70	311.971	1.27181	1.3166	1.56241	0.55516	0.66667	0.67311	0.36202	1.47776	1.38534	1.8541	0.0006338	0.0006338	0.0006338
72	71	316.315	1.25252	1.24153	1.55655	0.6522	0.68212	0.70737	0.38869	1.44908	1.38357	1.81705	0.000614	0.000614	0.000614
73	72	320.81	1.2316	1.24952	1.52138	0.53622	0.66667	0.66202	0.39795	1.43634	1.24969	1.81447	0.0005942	0.0005942	0.0005942
74	73	325.288	1.20272	1.18373	1.4947	0.556	0.69697	0.65815	0.38293	1.44809	1.24058	1.853	0.0005744	0.0005744	0.0005744
75	74	329.628	1.1849	1.20579	1.47762	0.55859	0.78788	0.69502	0.40705	1.51483	1.22278	1.92301	0.0005546	0.0005546	0.0005546
76	75	334.117	1.21775	1.24478	1.51817	0.54004	0.81832	0.69481	0.37631	1.5752	1.20898	2.00421	0.0005348	0.0005348	0.0005348
77	76	338.481	1.22532	1.20894	1.53008	0.77537	0.54545	0.74324	0.42409	1.45969	1.16456	1.9397	0.000515	0.000515	0.000515
78	77	342.953	1.17342	1.20252	1.48348	0.51508	0.74047	0.66814	0.3954	1.46972	1.18587	1.95226	0.0004952	0.0004952	0.0004952
79	78	347.303	1.2758	1.24962	1.5779	0.56275	0.75758	0.70314	0.37975	1.48034	1.17942	1.94982	0.0004754	0.0004754	0.0004754
80	79	351.626	1.14915	1.20076	1.49356	0.53654	0.72727	0.69532	0.3694	1.5722	1.18155	1.9939	0.0004556	0.0004556	0.0004556
81	80	355.981	1.15192	1.1887	1.47718	0.51871	0.71862	0.65681	0.37797	1.61446	1.2601	1.9918	0.0004358	0.0004358	0.0004358
82	81	360.33	1.18819	1.24687	1.52029	0.53153	0.75758	0.69965	0.4182	1.53834	1.24794	1.91661	0.000416	0.000416	0.000416
83	82	364.671	1.16257	1.22835	1.51369	0.6458	0.51515	0.61443	0.37217	1.39947	1.24754	1.80978	0.0003962	0.0003962	0.0003962
84	83	369.004	1.1734	1.15643	1.47519	0.58552	0.68511	0.71748	0.43354	1.38314	1.22112	1.81172	0.0003764	0.0003764	0.0003764
85	84	373.508	1.14505	1.1419	1.47468	0.65027	0.66667	0.72051	0.44379	1.42234	1.13201	1.82419	0.0003566	0.0003566	0.0003566
86	85	377.998	1.19248	1.20578	1.54211	0.67907	0.72727	0.73653	0.43593	1.43939	1.12917	1.81597	0.0003368	0.0003368	0.0003368
87	86	382.344	1.14594	1.12786	1.47661	0.65663	0.72727	0.75876	0.44383	1.4429	1.1338	1.81362	0.000317	0.000317	0.000317
88	87	386.818	1.12018	1.14306	1.48753	0.76942	0.72727	0.79353	0.49271	1.42559	1.12449	1.80972	0.0002972	0.0002972	0.0002972
89	88	391.307	1.08766	1.14252	1.46031	0.63287	0.72727	0.73021	0.45803	1.39487	1.0705	1.8272	0.0002774	0.0002774	0.0002774
90	89	395.951	1.13664	1.13308	1.46194	0.61539	0.72727	0.71178	0.46073	1.37935	1.05974	1.8225	0.0002576	0.0002576	0.0002576
91	90	400.532	1.14585	1.15573	1.49688	0.65395	0.78788	0.74081	0.464	1.35992	1.04628	1.8035	0.0002378	0.0002378	0.0002378
92	91	430.61	1.18973	1.25331	1.65465	0.67563	0.75758	0.76255	0.46872	1.37867	1.03991	1.82235	0.000218	0.000218	0.000218
93	92	435.805	1.16252	1.30884	1.61409	0.71946	0.62197	0.7119	0.42836	1.40233	1.04297	1.85221	0.0001982	0.0001982	0.0001982
94	93	440.502	1.05716	1.14979	1.49345	0.78169	0.57576	0.69209	0.41036	1.42042	1.05386	1.87629	0.0001784	0.0001784	0.0001784
95	94	445.178	1.04703	1.02085	1.50588	0.82709	0.60606	0.69547	0.41675	1.43005	1.05348	1.88976	0.0001586	0.0001586	0.0001586
96	95	450.03	0.99554	0.9988	1.47266	0.80377	0.62091	0.69755	0.4056	1.44158	1.04575	1.90329	0.0001388	0.0001388	0.0001388
97	96	454.537	1.04385	0.96039	1.49466	0.80134	0.61135	0.71316	0.43338	1.37223	0.98018	1.85971	0.000119	0.000119	0.000119
98	97	459.43	1.04136	1.00149	1.47472	0.77649	0.57576	0.70527	0.44098	1.34475	0.96479	1.85081	9.92e-05	9.92e-05	9.92e-05
99	98	463.967	0.99883	0.93665	1.45239	0.6204	0.7925	0.73375	0.45325	1.33286	0.94278	1.83444	7.94e-05	7.94e-05	7.94e-05
100	99	468.416	1.0459	0.97025	1.50042	0.62378	0.78788	0.73228	0.45941	1.29702	0.93152	1.80794	5.96e-05	5.96e-05	5.96e-05
101	100	472.904	1.03883	0.95928	1.47316	0.6315	0.81818	0.75765	0.50254	1.24745	0.9246	1.74691	3.98e-05	3.98e-05	3.98e-05