ds_task_recycling_project_bolade/datasets/runs/detect/train3/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	5.67823	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	16.288	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	28.6503	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	37.485	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	44.7992	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	52.1135	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	59.9676	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	67.8769	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	74.6889	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	82.6138	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	89.8498	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	96.4754	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	103.321	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	109.856	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	116.622	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	123.203	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	129.845	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	136.557	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	143.939	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	152.008	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	159.595	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	167.285	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	174.209	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	180.8	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	188.171	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	194.513	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	201.199	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	207.796	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	214.328	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	221.711	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	228.398	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	235.104	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	242.491	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	249.752	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	256.439	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	263.426	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	270.316	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	277.747	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	285.394	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	293.396	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	300.699	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	307.108	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	313.482	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	319.675	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	326.458	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	334.542	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	341.23	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	347.914	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	354.903	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	361.006	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 Permalink Blame History

6.0 KiB

Raw Permalink Blame History