ds_task_recycling_project_bolade/datasets/runs/detect/train7/results.csv at main

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boladeE a6e52f8ad0 Initial commit: Recycling object detection project

- Added Fast api web application for recycling object detection
- Included YOLOv8 model training notebook
- Set up project structure with datasets and training directories
- Added requirements.txt for dependencies
- Configured .gitignore for Python virtual environment and cache files

2025-04-23 19:18:05 +01:00

6.0 KiB

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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	54.2497	2.06475	3.28559	1.98692	0.01333	1	0.33729	0.17014	1.93235	2.90451	1.84283	0.00018	0.00018	0.00018
3	2	105.789	1.60795	1.73886	1.42903	0.04429	0.70833	0.6133	0.31939	1.85374	2.44436	1.72346	0.000372476	0.000372476	0.000372476
4	3	157.32	1.48166	1.39392	1.33944	0.01333	1	0.58472	0.19178	1.72844	2.89381	1.78894	0.000557032	0.000557032	0.000557032
5	4	208.774	1.34582	1.22969	1.27148	0.01333	1	0.6083	0.19769	2.02742	2.67312	1.90923	0.000733668	0.000733668	0.000733668
6	5	263.416	1.29696	1.1387	1.27776	0.01167	0.875	0.32824	0.12628	1.80957	2.9277	1.93331	0.000902384	0.000902384	0.000902384
7	6	316.659	1.32609	1.19217	1.29891	1	0.32314	0.55136	0.25631	1.65501	2.36249	1.66467	0.00106318	0.00106318	0.00106318
8	7	370.237	1.26765	1.09562	1.27424	0.83303	0.41585	0.55229	0.28987	1.64476	2.14156	1.65976	0.00121606	0.00121606	0.00121606
9	8	424.139	1.24118	1.02811	1.21346	1	0.23779	0.31152	0.1936	1.53292	2.41104	1.74351	0.00136101	0.00136101	0.00136101
10	9	479.369	1.2307	1.01492	1.21561	0.87007	0.28016	0.40512	0.23051	1.60375	2.01821	1.85871	0.00149805	0.00149805	0.00149805
11	10	538.627	1.25632	1.07046	1.25763	0.73801	0.375	0.45316	0.25944	1.55876	2.01301	1.83093	0.00162716	0.00162716	0.00162716
12	11	596.26	1.19315	1.0017	1.23698	0.94133	0.45833	0.616	0.37669	1.54146	1.88414	1.79534	0.001604	0.001604	0.001604
13	12	655.016	1.21302	0.95347	1.25888	0.87584	0.41667	0.50074	0.25638	1.75181	2.02174	1.98871	0.0015644	0.0015644	0.0015644
14	13	715.277	1.15439	0.91539	1.20183	1	0.57733	0.74564	0.37953	1.8085	1.333	1.96653	0.0015248	0.0015248	0.0015248
15	14	777.134	1.09638	0.85925	1.16466	0.93632	0.70833	0.85861	0.49064	1.49037	0.94339	1.79087	0.0014852	0.0014852	0.0014852
16	15	843.665	1.05888	0.81842	1.15457	0.76475	0.70833	0.83217	0.52387	1.47243	0.98751	1.76234	0.0014456	0.0014456	0.0014456
17	16	909.287	1.04644	0.8167	1.14854	0.77532	0.71927	0.79227	0.50756	1.30848	1.29365	1.53777	0.001406	0.001406	0.001406
18	17	973.886	1.05134	0.8072	1.15606	0.77957	0.58971	0.67932	0.39674	1.43737	1.38893	1.62843	0.0013664	0.0013664	0.0013664
19	18	1038.19	1.01895	0.76075	1.12363	0.75585	0.75	0.79299	0.54014	1.19492	1.06695	1.43887	0.0013268	0.0013268	0.0013268
20	19	1102.59	0.99528	0.74277	1.10987	0.84396	0.70833	0.80284	0.5417	1.26264	0.86554	1.50366	0.0012872	0.0012872	0.0012872
21	20	1169.64	1.02288	0.74384	1.13908	0.92166	0.79167	0.89138	0.42992	1.82014	0.95111	2.05613	0.0012476	0.0012476	0.0012476
22	21	1235.9	0.97969	0.72155	1.10969	0.87089	0.79167	0.87398	0.49915	1.61727	0.97409	1.8339	0.001208	0.001208	0.001208
23	22	1301.63	0.96498	0.69427	1.08961	0.82713	0.59862	0.8583	0.44535	1.49811	0.94941	1.6617	0.0011684	0.0011684	0.0011684
24	23	1375.05	0.97176	0.69995	1.12122	0.98851	0.5	0.70735	0.36377	1.45452	0.90547	1.56864	0.0011288	0.0011288	0.0011288
25	24	1483	0.93529	0.66614	1.09092	1	0.78404	0.92018	0.52713	1.26578	0.81984	1.39338	0.0010892	0.0010892	0.0010892
26	25	1570.57	0.94593	0.67634	1.09923	1	0.82488	0.93674	0.51259	1.43898	0.95183	1.44066	0.0010496	0.0010496	0.0010496
27	26	1640.5	0.9005	0.64656	1.08853	0.85685	0.79167	0.87822	0.59599	1.00997	0.74692	1.25779	0.00101	0.00101	0.00101
28	27	1716.79	0.88047	0.65839	1.0819	0.98302	0.66667	0.79722	0.47007	1.44935	0.90317	1.58064	0.0009704	0.0009704	0.0009704
29	28	1790.17	0.92727	0.6491	1.07941	0.96438	0.79167	0.88789	0.51198	1.41082	0.95921	1.55489	0.0009308	0.0009308	0.0009308
30	29	1863.25	0.86808	0.61314	1.06347	1	0.73943	0.85062	0.53272	1.26679	0.77515	1.5057	0.0008912	0.0008912	0.0008912
31	30	1935.03	0.85237	0.60318	1.03757	0.86759	0.81945	0.90299	0.56004	1.32215	0.70391	1.68444	0.0008516	0.0008516	0.0008516
32	31	2006.05	0.85848	0.59069	1.04725	0.91204	0.86446	0.93329	0.61701	1.22052	0.70212	1.53785	0.000812	0.000812	0.000812
33	32	2074.85	0.8607	0.60328	1.06674	0.99448	0.83333	0.96865	0.58854	1.34406	0.70627	1.61132	0.0007724	0.0007724	0.0007724
34	33	2146.12	0.81712	0.57815	1.03472	0.94911	0.91667	0.94354	0.57918	1.23064	0.65719	1.46887	0.0007328	0.0007328	0.0007328
35	34	2215.61	0.82113	0.56747	1.03675	0.98124	0.75	0.8458	0.43565	1.65251	0.69818	1.86693	0.0006932	0.0006932	0.0006932
36	35	2283.46	0.80104	0.57305	1.02593	0.9542	0.86835	0.90976	0.48068	1.43441	0.64857	1.70736	0.0006536	0.0006536	0.0006536
37	36	2362.48	0.83103	0.57551	1.03499	0.87273	0.85758	0.9038	0.44998	1.5691	0.69063	1.97723	0.000614	0.000614	0.000614
38	37	2432.12	0.80527	0.56112	1.02551	0.80806	0.87714	0.90845	0.47423	1.51444	0.64712	1.89872	0.0005744	0.0005744	0.0005744
39	38	2508.79	0.7726	0.55171	1.01768	0.89864	0.79167	0.89273	0.51093	1.3883	0.59906	1.7624	0.0005348	0.0005348	0.0005348
40	39	2577.65	0.7675	0.53945	1.00972	0.83538	0.83333	0.91731	0.51633	1.4967	0.65808	1.87353	0.0004952	0.0004952	0.0004952
41	40	2648.26	0.76832	0.54621	1.01197	0.9061	0.83333	0.92334	0.49587	1.6318	0.72062	1.97779	0.0004556	0.0004556	0.0004556
42	41	2723.96	0.69593	0.54869	0.98187	0.95342	0.875	0.91278	0.46972	1.66482	0.70379	2.11677	0.000416	0.000416	0.000416
43	42	2803	0.71207	0.53965	0.99659	0.95001	0.83333	0.85669	0.46264	1.56204	0.65859	2.0364	0.0003764	0.0003764	0.0003764
44	43	2877.49	0.69033	0.51838	0.98369	0.95411	0.86665	0.92135	0.49602	1.5114	0.65125	1.90967	0.0003368	0.0003368	0.0003368
45	44	2955.03	0.67106	0.49273	0.97654	0.92953	0.75	0.888	0.47663	1.56378	0.62817	1.96979	0.0002972	0.0002972	0.0002972
46	45	3030.88	0.66399	0.48501	0.96783	0.86873	0.875	0.94374	0.5493	1.37376	0.62126	1.76597	0.0002576	0.0002576	0.0002576
47	46	3201.5	0.66717	0.48721	0.9668	0.87544	0.91667	0.9293	0.53737	1.33496	0.61767	1.70695	0.000218	0.000218	0.000218
48	47	3262.79	0.63017	0.47082	0.96586	0.94224	0.875	0.95991	0.50304	1.41911	0.62492	1.79879	0.0001784	0.0001784	0.0001784
49	48	3324.62	0.63678	0.47311	0.95304	0.98764	0.79167	0.90331	0.49543	1.4591	0.63498	1.87332	0.0001388	0.0001388	0.0001388
50	49	3387.48	0.63551	0.46808	0.931	0.88336	0.94704	0.93836	0.53024	1.40884	0.61606	1.80694	9.92e-05	9.92e-05	9.92e-05
51	50	3457.88	0.60539	0.45653	0.94608	0.91257	0.87003	0.90122	0.50731	1.39162	0.61616	1.78099	5.96e-05	5.96e-05	5.96e-05

6.0 KiB Raw Permalink Blame History

6.0 KiB

Raw Permalink Blame History