FishServer/FishMeasure/runs/train/fish_detection_20251127_104658/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	10.3904	0.39855	2.68593	1.4848	1	0.29733	0.96537	0.56943	0.33362	2.56495	1.02233	0.00038	0.00038	0.00038
3	2	17.5483	0.30028	1.35659	1.12817	1	0.49396	0.95678	0.49421	0.35142	2.66289	1.12329	0.000772278	0.000772278	0.000772278
4	3	25.1797	0.29352	1.17269	1.13078	0.63354	0.70588	0.71908	0.35996	0.3706	1.94815	1.15705	0.00115664	0.00115664	0.00115664
5	4	31.2751	0.29379	1.05877	1.14652	0.92901	0.76994	0.8997	0.51519	0.34598	1.68774	1.25469	0.00153307	0.00153307	0.00153307
6	5	38.2345	0.30129	1.01013	1.16273	1	0.05809	0.11957	0.0573	0.56052	3.3705	2.25768	0.00190159	0.00190159	0.00190159
7	6	44.1377	0.29631	0.9286	1.17263	0.77814	0.72549	0.77275	0.49905	0.30463	2.21664	1.22409	0.001901	0.001901	0.001901
8	7	51.7031	0.28969	0.82499	1.16157	0.81899	0.82353	0.86643	0.50327	0.30846	1.06156	1.23743	0.0018812	0.0018812	0.0018812
9	8	57.6974	0.28756	0.79748	1.16646	0.97759	0.85543	0.93703	0.54512	0.30945	1.3021	1.15419	0.0018614	0.0018614	0.0018614
10	9	64.6096	0.28988	0.78404	1.16845	0.87355	0.54195	0.61651	0.44007	0.28541	1.8088	1.19646	0.0018416	0.0018416	0.0018416
11	10	70.8722	0.28509	0.74823	1.17001	1	0.97714	0.9879	0.66339	0.27556	0.67389	1.10534	0.0018218	0.0018218	0.0018218
12	11	77.6729	0.2811	0.71605	1.16472	0.97131	1	0.99327	0.68686	0.26039	0.53918	1.12841	0.001802	0.001802	0.001802
13	12	83.6789	0.27956	0.71366	1.17215	0.94349	0.7451	0.81617	0.36975	0.44564	1.10381	1.5902	0.0017822	0.0017822	0.0017822
14	13	90.5196	0.27954	0.70341	1.16105	0.98977	0.98039	0.99395	0.70985	0.26287	0.71862	1.08777	0.0017624	0.0017624	0.0017624
15	14	96.2279	0.27389	0.69109	1.16035	0.99776	0.98039	0.99481	0.68656	0.27765	0.65545	1.09127	0.0017426	0.0017426	0.0017426
16	15	103.274	0.27484	0.69505	1.16409	0.94274	0.96857	0.98537	0.6647	0.2812	0.56622	1.11215	0.0017228	0.0017228	0.0017228
17	16	109.28	0.27709	0.68435	1.17154	0.99813	0.98039	0.99462	0.71965	0.24753	0.50567	1.06086	0.001703	0.001703	0.001703
18	17	116.354	0.27127	0.65515	1.15472	0.99011	0.96078	0.99405	0.68376	0.27062	0.59393	1.10243	0.0016832	0.0016832	0.0016832
19	18	121.994	0.27291	0.65216	1.1543	0.97318	0.98039	0.99153	0.72137	0.24675	0.73777	1.04403	0.0016634	0.0016634	0.0016634
20	19	128.471	0.27609	0.64481	1.1633	0.99856	1	0.995	0.71822	0.2506	0.44838	1.04764	0.0016436	0.0016436	0.0016436
21	20	134.908	0.26641	0.63605	1.13566	0.97925	0.98039	0.99423	0.73946	0.22498	0.4882	1.01436	0.0016238	0.0016238	0.0016238
22	21	141.659	0.27002	0.63276	1.15338	0.99622	1	0.995	0.73392	0.24781	0.6929	1.06027	0.001604	0.001604	0.001604
23	22	147.596	0.27016	0.62133	1.15598	1	0.71878	0.7985	0.38994	0.43809	1.15961	1.45966	0.0015842	0.0015842	0.0015842
24	23	154.606	0.26856	0.63903	1.14822	0.99006	0.96078	0.98976	0.73202	0.23704	0.89525	1.02748	0.0015644	0.0015644	0.0015644
25	24	160.874	0.26556	0.61805	1.14759	0.52381	0.21569	0.37119	0.23923	0.48324	4.161	1.79371	0.0015446	0.0015446	0.0015446
26	25	167.63	0.26283	0.62175	1.14417	0.99771	0.98039	0.99481	0.54043	0.36833	0.62126	1.2961	0.0015248	0.0015248	0.0015248
27	26	172.972	0.26277	0.62184	1.14693	0.97588	0.79352	0.838	0.60246	0.26723	1.16324	1.14688	0.001505	0.001505	0.001505
28	27	180.886	0.25845	0.58391	1.1274	1	0.97466	0.99444	0.7358	0.23001	0.43927	1.03289	0.0014852	0.0014852	0.0014852
29	28	186.475	0.25736	0.59062	1.13027	0.99938	1	0.995	0.77511	0.22035	0.41332	1.01175	0.0014654	0.0014654	0.0014654
30	29	193.178	0.25997	0.59153	1.13884	0.99623	1	0.995	0.72041	0.2431	0.43747	1.04154	0.0014456	0.0014456	0.0014456
31	30	198.402	0.26318	0.59378	1.14352	0.99588	0.98039	0.99086	0.71822	0.23253	0.59404	1.04641	0.0014258	0.0014258	0.0014258
32	31	204.755	0.25794	0.57997	1.12954	0.99758	1	0.995	0.65546	0.2929	0.53569	1.17732	0.001406	0.001406	0.001406
33	32	210.705	0.25981	0.59023	1.14197	0.99123	0.96078	0.97752	0.7113	0.24951	0.53056	1.04465	0.0013862	0.0013862	0.0013862
34	33	217.738	0.25927	0.58286	1.1443	0.99828	1	0.995	0.76497	0.21878	0.37529	1.00619	0.0013664	0.0013664	0.0013664
35	34	223.275	0.25433	0.55825	1.11915	0.98879	0.84314	0.93602	0.58228	0.34063	0.70089	1.23218	0.0013466	0.0013466	0.0013466
36	35	230.18	0.25841	0.5804	1.13861	0.99727	0.98039	0.9925	0.75134	0.21602	0.45677	1.00342	0.0013268	0.0013268	0.0013268
37	36	236.28	0.2532	0.57095	1.13238	0.9975	0.98039	0.99093	0.74316	0.24353	0.43215	1.05353	0.001307	0.001307	0.001307
38	37	243.19	0.25301	0.57535	1.13453	1	0.99155	0.995	0.72838	0.24188	0.67456	1.0605	0.0012872	0.0012872	0.0012872
39	38	249.356	0.25509	0.56332	1.13272	1	0.95882	0.99102	0.74599	0.21894	0.44255	1.00044	0.0012674	0.0012674	0.0012674
40	39	256.308	0.25554	0.5739	1.13027	0.99595	1	0.995	0.75996	0.22547	0.50187	1.01792	0.0012476	0.0012476	0.0012476
41	40	262.306	0.25143	0.55879	1.12012	0.99711	1	0.995	0.76673	0.21535	0.46243	1.00072	0.0012278	0.0012278	0.0012278
42	41	268.917	0.2534	0.56009	1.12077	0.99082	1	0.995	0.73951	0.23347	0.66055	1.02986	0.001208	0.001208	0.001208
43	42	274.828	0.2489	0.5661	1.11458	1	0.91885	0.98684	0.72466	0.22931	0.53634	1.02747	0.0011882	0.0011882	0.0011882
44	43	281.555	0.25301	0.55236	1.13143	0.99738	1	0.995	0.74646	0.2298	0.49582	1.02689	0.0011684	0.0011684	0.0011684
45	44	287.74	0.2486	0.53306	1.11907	1	0.97736	0.99364	0.73858	0.23603	0.49003	1.03041	0.0011486	0.0011486	0.0011486
46	45	294.836	0.24944	0.54158	1.1268	0.99062	1	0.995	0.75756	0.23048	0.60132	1.04024	0.0011288	0.0011288	0.0011288
47	46	301.451	0.24913	0.53379	1.1269	0.99596	0.98039	0.99048	0.77386	0.20906	0.54314	0.99925	0.001109	0.001109	0.001109
48	47	308.242	0.24957	0.53985	1.12517	0.99593	1	0.995	0.73996	0.23001	0.52276	1.02912	0.0010892	0.0010892	0.0010892
49	48	314.344	0.24351	0.53626	1.10608	1	0.99956	0.995	0.74934	0.23199	0.39499	1.03412	0.0010694	0.0010694	0.0010694
50	49	321.241	0.24759	0.53893	1.11816	1	0.99844	0.995	0.74604	0.22845	0.39064	1.02153	0.0010496	0.0010496	0.0010496
51	50	327.139	0.2464	0.53694	1.1138	0.99835	0.98039	0.99048	0.71125	0.24541	0.42938	1.07937	0.0010298	0.0010298	0.0010298
52	51	333.821	0.24154	0.51898	1.10733	0.99567	0.90196	0.97517	0.62595	0.29596	0.61014	1.14221	0.00101	0.00101	0.00101
53	52	339.882	0.24658	0.53043	1.11979	0.99546	0.98039	0.99323	0.65978	0.27159	0.52309	1.13272	0.0009902	0.0009902	0.0009902
54	53	346.689	0.24636	0.52582	1.11253	0.99778	0.98039	0.99481	0.69862	0.26351	0.45512	1.08185	0.0009704	0.0009704	0.0009704
55	54	352.945	0.24152	0.51738	1.10331	0.99739	1	0.995	0.72452	0.24969	0.40628	1.06735	0.0009506	0.0009506	0.0009506
56	55	359.178	0.24263	0.50863	1.10604	0.99683	1	0.995	0.77739	0.21597	0.42763	1.01173	0.0009308	0.0009308	0.0009308
57	56	365.965	0.24373	0.51169	1.10391	0.95858	0.90771	0.97651	0.63893	0.29309	0.63256	1.16514	0.000911	0.000911	0.000911
58	57	372.475	0.24282	0.51188	1.10565	0.9915	0.98039	0.99054	0.75734	0.21952	0.56379	1.01633	0.0008912	0.0008912	0.0008912
59	58	379.602	0.23912	0.50781	1.09877	1	0.95988	0.98778	0.72449	0.24914	0.46787	1.05661	0.0008714	0.0008714	0.0008714
60	59	385.13	0.24179	0.51076	1.10568	1	0.95731	0.98289	0.71162	0.23833	0.6395	1.04927	0.0008516	0.0008516	0.0008516
61	60	392.571	0.23757	0.50074	1.09636	0.99702	0.98039	0.99261	0.76777	0.20872	0.47718	0.99627	0.0008318	0.0008318	0.0008318
62	61	397.864	0.23342	0.49493	1.09485	0.99568	0.98039	0.9931	0.76937	0.20784	0.45567	1.01043	0.000812	0.000812	0.000812
63	62	405.506	0.23929	0.49675	1.10508	0.9953	0.96078	0.9827	0.72038	0.24622	0.5664	1.07435	0.0007922	0.0007922	0.0007922
64	63	411.243	0.2385	0.49568	1.09486	0.99783	0.98039	0.99086	0.76087	0.22259	0.49003	1.01614	0.0007724	0.0007724	0.0007724
65	64	418.044	0.23775	0.49129	1.08891	0.99544	0.98039	0.99054	0.77224	0.21441	0.51803	1.00319	0.0007526	0.0007526	0.0007526
66	65	423.941	0.23656	0.49423	1.09174	0.97965	0.94412	0.98937	0.76534	0.21473	0.53841	0.99562	0.0007328	0.0007328	0.0007328
67	66	430.931	0.23491	0.49057	1.08267	0.99223	0.98039	0.98955	0.76326	0.21453	0.64708	0.99581	0.000713	0.000713	0.000713
68	67	436.831	0.23603	0.4875	1.08431	0.99649	0.98039	0.99427	0.76543	0.21578	0.47111	0.99195	0.0006932	0.0006932	0.0006932
69	68	443.698	0.23371	0.48684	1.08189	1	0.97435	0.99379	0.77164	0.215	0.53772	0.99543	0.0006734	0.0006734	0.0006734
70	69	449.871	0.23341	0.48312	1.0883	0.99289	0.98039	0.99379	0.78205	0.20299	0.46992	0.97694	0.0006536	0.0006536	0.0006536
71	70	456.649	0.2335	0.48756	1.08284	0.99768	0.98039	0.9931	0.76909	0.21567	0.3792	0.99144	0.0006338	0.0006338	0.0006338
72	71	462.607	0.22882	0.47871	1.07799	0.99471	0.98039	0.991	0.76463	0.22008	0.44229	1.00736	0.000614	0.000614	0.000614
73	72	469.768	0.23333	0.48255	1.08936	0.99842	0.92157	0.95471	0.6835	0.25689	0.5887	1.10088	0.0005942	0.0005942	0.0005942
74	73	476.152	0.22814	0.47147	1.07796	0.99695	0.96078	0.99179	0.75486	0.22212	0.48941	1.01634	0.0005744	0.0005744	0.0005744
75	74	483.377	0.22914	0.47235	1.08384	1	0.97669	0.9901	0.77219	0.2153	0.39275	0.99558	0.0005546	0.0005546	0.0005546
76	75	488.716	0.22821	0.47539	1.08204	0.99868	1	0.995	0.74383	0.23322	0.39742	1.03818	0.0005348	0.0005348	0.0005348
77	76	496.052	0.22693	0.47841	1.0774	0.9966	0.98039	0.99427	0.77597	0.22186	0.42881	1.00906	0.000515	0.000515	0.000515
78	77	501.774	0.2272	0.46429	1.07859	0.99656	0.98039	0.9925	0.7684	0.21909	0.4223	1.00152	0.0004952	0.0004952	0.0004952
79	78	508.605	0.22715	0.46817	1.08007	1	0.99833	0.995	0.77597	0.20663	0.39658	0.98381	0.0004754	0.0004754	0.0004754
80	79	514.483	0.22845	0.46984	1.08602	0.99476	0.98039	0.99297	0.76487	0.22367	0.53976	1.01338	0.0004556	0.0004556	0.0004556
81	80	521.104	0.22489	0.45308	1.07029	0.99378	0.98039	0.99364	0.76591	0.22644	0.44335	1.01611	0.0004358	0.0004358	0.0004358
82	81	526.831	0.22808	0.46696	1.08249	0.9984	0.98039	0.99043	0.76392	0.22464	0.40558	1.00919	0.000416	0.000416	0.000416
83	82	534.261	0.22461	0.45758	1.07345	0.99706	0.98039	0.9918	0.76203	0.22683	0.37658	1.02904	0.0003962	0.0003962	0.0003962
84	83	539.83	0.2224	0.45574	1.06465	0.9966	0.96078	0.98809	0.77183	0.22791	0.58994	1.00929	0.0003764	0.0003764	0.0003764
85	84	547.068	0.22321	0.45489	1.07012	0.99534	0.98039	0.99218	0.77586	0.21211	0.4875	0.99631	0.0003566	0.0003566	0.0003566
86	85	553.422	0.22324	0.44994	1.07037	0.99705	0.98039	0.99122	0.77203	0.21439	0.42988	1.00439	0.0003368	0.0003368	0.0003368
87	86	560.244	0.22593	0.46254	1.07436	0.99551	0.98039	0.99323	0.7568	0.21436	0.39946	1.00288	0.000317	0.000317	0.000317
88	87	566.207	0.22535	0.45462	1.07467	0.99768	0.98039	0.99427	0.77229	0.20736	0.36008	0.99378	0.0002972	0.0002972	0.0002972
89	88	573.201	0.22031	0.44716	1.0635	0.99697	0.98039	0.99481	0.76489	0.21791	0.38311	1.01245	0.0002774	0.0002774	0.0002774
90	89	579.084	0.22289	0.44359	1.06804	0.99621	0.98039	0.99162	0.77105	0.21459	0.41661	0.99051	0.0002576	0.0002576	0.0002576
91	90	585.517	0.2213	0.4519	1.07424	0.99675	0.98039	0.99122	0.76516	0.21041	0.42833	0.99584	0.0002378	0.0002378	0.0002378
92	91	597.175	0.19679	0.38958	1.03361	0.99618	0.98039	0.9925	0.76415	0.21165	0.41842	0.98503	0.000218	0.000218	0.000218
93	92	603.128	0.19341	0.33723	1.01494	0.99613	0.98039	0.99285	0.76376	0.21456	0.42319	0.99363	0.0001982	0.0001982	0.0001982
94	93	609.58	0.19245	0.34007	1.02201	0.99697	0.98039	0.99229	0.76732	0.21373	0.38196	0.99964	0.0001784	0.0001784	0.0001784
95	94	614.558	0.18975	0.33377	1.01562	0.99702	0.98039	0.99285	0.76477	0.21757	0.39742	0.9974	0.0001586	0.0001586	0.0001586
96	95	620.215	0.18952	0.32777	1.01532	0.9962	0.98039	0.99107	0.7668	0.21387	0.44539	1.0045	0.0001388	0.0001388	0.0001388
97	96	625.105	0.1894	0.32969	1.01349	0.99492	0.98039	0.9913	0.76397	0.21124	0.43134	0.99738	0.000119	0.000119	0.000119
98	97	630.785	0.18892	0.32829	1.00956	0.99236	0.98039	0.9908	0.7635	0.21104	0.4798	0.99472	9.92e-05	9.92e-05	9.92e-05
99	98	636.519	0.18811	0.32653	1.00609	0.99603	0.98039	0.99261	0.77306	0.21321	0.40139	0.99426	7.94e-05	7.94e-05	7.94e-05
100	99	642.554	0.1863	0.32067	1.00634	0.99516	0.98039	0.9935	0.75723	0.21665	0.41315	1.00323	5.96e-05	5.96e-05	5.96e-05
101	100	647.259	0.18644	0.31964	1.00625	0.99453	0.98039	0.99297	0.76087	0.21668	0.43148	1.00482	3.98e-05	3.98e-05	3.98e-05