ds_task_recycling_project_bolade/datasets/runs/detect/train4/results.csv at a6e52f8ad0555644286a9edf4a3434338e4742bf

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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

Raw Blame History

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	5.77103	2.39502	3.74233	2.28906	0.01111	0.83333	0.01388	0.00519	1.8298	3.20789	1.89118	0	0	0
3	2	11.2977	2.55022	3.75033	2.33099	0.01167	0.875	0.01903	0.00579	1.73516	3.21125	1.83719	1.9604e-05	1.9604e-05	1.9604e-05
4	3	20.2221	2.38719	3.79239	2.28421	0.01167	0.875	0.01923	0.00684	1.62975	3.19063	1.76571	3.8416e-05	3.8416e-05	3.8416e-05
5	4	27.4798	2.09943	3.48603	2.07603	0.01222	0.91667	0.02303	0.00844	1.57125	3.15184	1.69627	5.6436e-05	5.6436e-05	5.6436e-05
6	5	34.249	2.12103	3.59398	2.07602	0.01278	0.95833	0.02936	0.01108	1.42444	3.1487	1.60115	7.3664e-05	7.3664e-05	7.3664e-05
7	6	41.5492	1.95239	3.41935	1.81496	0.01278	0.95833	0.04007	0.01562	1.38235	3.06553	1.50544	9.01e-05	9.01e-05	9.01e-05
8	7	48.3184	1.67583	3.28295	1.73853	0.01333	1	0.05015	0.02544	1.30467	3.02673	1.44765	0.000105744	0.000105744	0.000105744
9	8	55.5926	1.62765	3.02834	1.56366	0.01333	1	0.10045	0.04397	1.26542	2.94541	1.40131	0.000120596	0.000120596	0.000120596
10	9	62.7108	1.81498	3.01087	1.61769	0.01333	1	0.17666	0.07956	1.2281	2.94119	1.38457	0.000134656	0.000134656	0.000134656
11	10	69.6239	1.55792	2.75754	1.52268	0.01333	1	0.21511	0.11338	1.29935	2.89992	1.3765	0.000147924	0.000147924	0.000147924
12	11	76.6196	1.51641	2.49421	1.47669	0.01333	1	0.26881	0.13278	1.27645	2.85958	1.32994	0.0001604	0.0001604	0.0001604
13	12	83.1946	1.51184	2.30713	1.41096	0.01333	1	0.31061	0.1674	1.25121	2.8077	1.28717	0.000172084	0.000172084	0.000172084
14	13	90.515	1.51602	2.00888	1.40129	0.01333	1	0.4757	0.24692	1.2561	2.66198	1.25275	0.000182976	0.000182976	0.000182976
15	14	98.1615	1.37113	1.66197	1.25801	0.01333	1	0.41803	0.22915	1.33355	2.60968	1.30747	0.000193076	0.000193076	0.000193076
16	15	104.684	1.45391	1.59786	1.37029	0.03362	0.875	0.40816	0.21489	1.36121	2.51034	1.30125	0.000202384	0.000202384	0.000202384
17	16	111.213	1.39235	1.5949	1.29785	0.33903	0.5	0.4044	0.23843	1.30273	2.48562	1.29281	0.0002109	0.0002109	0.0002109
18	17	118.594	1.31418	1.49078	1.21216	0.38404	0.375	0.40322	0.23121	1.30583	2.48418	1.32533	0.000218624	0.000218624	0.000218624
19	18	126.405	1.5303	1.67169	1.35183	0.38404	0.375	0.40322	0.23121	1.30583	2.48418	1.32533	0.000225556	0.000225556	0.000225556
20	19	133.907	1.39993	1.74236	1.39831	0.0363	0.83333	0.50162	0.2658	1.29758	2.55769	1.43345	0.000231696	0.000231696	0.000231696
21	20	141.029	1.39252	1.54489	1.34648	0.0363	0.83333	0.50162	0.2658	1.29758	2.55769	1.43345	0.000237044	0.000237044	0.000237044
22	21	147.427	1.30629	1.43423	1.31285	0.01333	1	0.41838	0.21308	1.26632	2.73525	1.48731	0.0002416	0.0002416	0.0002416
23	22	154.374	1.38586	1.38663	1.28934	0.01333	1	0.41838	0.21308	1.26632	2.73525	1.48731	0.000245364	0.000245364	0.000245364
24	23	160.791	1.46137	1.52123	1.29602	0.01333	1	0.33787	0.17736	1.27755	2.86772	1.51195	0.000248336	0.000248336	0.000248336
25	24	167.375	1.40314	1.38524	1.25211	0.01333	1	0.33787	0.17736	1.27755	2.86772	1.51195	0.000250516	0.000250516	0.000250516
26	25	173.764	1.52506	1.46222	1.28968	0.01333	1	0.26607	0.17632	1.26241	2.92442	1.52792	0.000251904	0.000251904	0.000251904
27	26	181.025	1.33243	1.39899	1.15744	0.01333	1	0.26607	0.17632	1.26241	2.92442	1.52792	0.0002525	0.0002525	0.0002525
28	27	187.713	1.2929	1.33615	1.17835	0.01333	1	0.36076	0.23671	1.21156	2.89447	1.50917	0.000252304	0.000252304	0.000252304
29	28	193.907	1.38689	1.49024	1.3356	0.01333	1	0.36076	0.23671	1.21156	2.89447	1.50917	0.000251316	0.000251316	0.000251316
30	29	200.496	1.37361	1.46786	1.18527	0.01333	1	0.39021	0.23898	1.23804	2.90968	1.55469	0.000249536	0.000249536	0.000249536
31	30	208.513	1.27135	1.33555	1.16232	0.01333	1	0.39021	0.23898	1.23804	2.90968	1.55469	0.000246964	0.000246964	0.000246964
32	31	215.615	1.29587	1.38724	1.15838	0.01333	1	0.2754	0.18092	1.34405	2.90785	1.58436	0.0002436	0.0002436	0.0002436
33	32	223.531	1.2612	1.30351	1.13205	0.01333	1	0.2754	0.18092	1.34405	2.90785	1.58436	0.000239444	0.000239444	0.000239444
34	33	230.452	1.31623	1.30861	1.13295	0.01278	0.95833	0.32768	0.17477	1.41444	2.90286	1.59092	0.000234496	0.000234496	0.000234496
35	34	238.213	1.28537	1.25581	1.22603	0.01278	0.95833	0.32768	0.17477	1.41444	2.90286	1.59092	0.000228756	0.000228756	0.000228756
36	35	244.394	1.27605	1.22113	1.18731	0.01278	0.95833	0.30914	0.15393	1.44597	2.95759	1.62449	0.000222224	0.000222224	0.000222224
37	36	250.874	1.14524	1.16995	1.09065	0.01278	0.95833	0.30914	0.15393	1.44597	2.95759	1.62449	0.0002149	0.0002149	0.0002149
38	37	257.244	1.13138	1.10565	1.16992	0.01333	1	0.31294	0.14219	1.42966	2.99147	1.65039	0.000206784	0.000206784	0.000206784
39	38	263.772	1.18014	1.23762	1.17946	0.01333	1	0.31294	0.14219	1.42966	2.99147	1.65039	0.000197876	0.000197876	0.000197876
40	39	271.22	1.15402	1.25401	1.1634	0.01278	0.95833	0.29555	0.15313	1.38078	2.9779	1.64063	0.000188176	0.000188176	0.000188176
41	40	278.293	1.14982	1.1206	1.17784	0.01278	0.95833	0.29555	0.15313	1.38078	2.9779	1.64063	0.000177684	0.000177684	0.000177684
42	41	285.814	1.11075	1.43055	1.11889	0.01333	1	0.30395	0.17321	1.3201	2.86638	1.56272	0.0001664	0.0001664	0.0001664
43	42	292.792	1.01372	1.31437	1.10605	0.01333	1	0.30395	0.17321	1.3201	2.86638	1.56272	0.000154324	0.000154324	0.000154324
44	43	299.236	1.04451	1.35932	1.13138	1	0.36287	0.48233	0.25656	1.25244	2.78164	1.51545	0.000141456	0.000141456	0.000141456
45	44	306.258	1.01778	1.20135	1.09701	1	0.36287	0.48233	0.25656	1.25244	2.78164	1.51545	0.000127796	0.000127796	0.000127796
46	45	312.829	0.98534	1.24686	1.10526	1	0.22952	0.49823	0.28839	1.20318	2.69778	1.47186	0.000113344	0.000113344	0.000113344
47	46	319.193	1.09942	1.26626	1.06372	1	0.22952	0.49823	0.28839	1.20318	2.69778	1.47186	9.81e-05	9.81e-05	9.81e-05
48	47	326.22	1.01347	1.19968	1.07937	1	0.16199	0.55856	0.31857	1.15047	2.61299	1.42365	8.2064e-05	8.2064e-05	8.2064e-05
49	48	332.77	1.02152	1.2012	1.07213	1	0.16199	0.55856	0.31857	1.15047	2.61299	1.42365	6.5236e-05	6.5236e-05	6.5236e-05
50	49	339.411	0.92922	1.16594	1.03896	1	0.16688	0.65621	0.38721	1.1464	2.54556	1.38359	4.7616e-05	4.7616e-05	4.7616e-05
51	50	345.931	0.97048	1.14546	1.05849	1	0.16688	0.65621	0.38721	1.1464	2.54556	1.38359	2.9204e-05	2.9204e-05	2.9204e-05

6.0 KiB Raw Blame History

6.0 KiB

Raw Blame History