chickens-composite-101818181818-150-epochs-w-transform

joe611/chickens-composite-101818181818-150-epochs-w-transform

chickens-composite-101818181818-150-epochs-w-transform is a object detection model from joe611. Use it when you need objects located in an image. It is set up for transformers. The card lists the license as apache-2.0.

should probably proofread and complete it, then remove this comment. --

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At a glance

Task: Object Detection
Library: transformers
License: apache-2.0
Model type: detr
Access: Public
Created: Oct 24, 2024
Updated: Oct 28, 2024
SHA: 3cc3b852

Base models

facebook/detr-resnet-50

Model card

From the Hugging Face model README

chickens-composite-101818181818-150-epochs-w-transform

This model is a fine-tuned version of facebook/detr-resnet-50 on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.2836
Map: 0.8018
Map 50: 0.9463
Map 75: 0.9145
Map Small: 0.2935
Map Medium: 0.8039
Map Large: 0.8211
Mar 1: 0.3373
Mar 10: 0.8376
Mar 100: 0.8406
Mar Small: 0.3208
Mar Medium: 0.8422
Mar Large: 0.8517
Map Chicken: 0.7988
Mar 100 Chicken: 0.8423
Map Duck: 0.7436
Mar 100 Duck: 0.7811
Map Plant: 0.8631
Mar 100 Plant: 0.8985

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 1e-05
train_batch_size: 2
eval_batch_size: 8
seed: 42
optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: cosine
num_epochs: 150

Training results

Training Loss	Epoch	Step	Validation Loss	Map	Map 50	Map 75	Map Chicken	Map Duck	Map Large	Map Medium	Map Plant	Map Small	Mar 1	Mar 10	Mar 100	Mar 100 Chicken	Mar 100 Duck	Mar 100 Plant	Mar Large	Mar Medium	Mar Small
1.4317	1.0	500	1.3917	0.056	0.0904	0.0642	0.0846	0.0	0.0696	0.0412	0.0836	0.003	0.0722	0.183	0.3538	0.4125	0.0	0.6488	0.386	0.2795	0.0875
1.6037	2.0	1000	1.3131	0.1163	0.1793	0.1296	0.1068	0.0	0.1522	0.0596	0.242	0.0025	0.0819	0.2454	0.3232	0.271	0.0	0.6985	0.3418	0.2492	0.0542
1.1619	3.0	1500	1.1420	0.1636	0.242	0.1853	0.1266	0.0	0.1891	0.0873	0.3643	0.0126	0.0984	0.2657	0.3361	0.2613	0.0	0.747	0.3305	0.3038	0.0958
0.9864	4.0	2000	1.0863	0.1869	0.2828	0.2189	0.1381	0.0	0.2059	0.1139	0.4227	0.0095	0.1091	0.3124	0.3584	0.3319	0.0	0.7434	0.3588	0.3247	0.1042
1.0153	5.0	2500	0.9843	0.2516	0.368	0.2843	0.1965	0.0	0.2692	0.1987	0.5584	0.0182	0.1116	0.385	0.3999	0.471	0.0	0.7286	0.3982	0.3709	0.0292
1.0348	6.0	3000	0.9389	0.2894	0.4253	0.3333	0.2643	0.0	0.3088	0.2406	0.6039	0.0325	0.1185	0.4012	0.41	0.4875	0.0	0.7425	0.4119	0.3821	0.0625
0.9358	7.0	3500	0.9323	0.3286	0.4759	0.3838	0.3865	0.0	0.3379	0.2985	0.5993	0.0644	0.1248	0.4488	0.4594	0.6246	0.0	0.7536	0.4607	0.4365	0.1042
0.8624	8.0	4000	0.8708	0.3548	0.5201	0.4162	0.4469	0.0	0.385	0.3228	0.6173	0.0751	0.1293	0.4576	0.4661	0.6597	0.0	0.7386	0.4866	0.4467	0.1083
0.792	9.0	4500	0.8009	0.3608	0.5319	0.4073	0.4321	0.0	0.3703	0.3288	0.6504	0.0255	0.1259	0.4572	0.4659	0.6419	0.0	0.7557	0.4743	0.4347	0.0792
0.8859	10.0	5000	0.7880	0.3762	0.5421	0.4381	0.4584	0.0	0.3838	0.3499	0.67	0.0358	0.1286	0.4716	0.4773	0.6798	0.0	0.7521	0.4847	0.4581	0.0417
0.8035	11.0	5500	0.7518	0.3937	0.5584	0.4631	0.4786	0.0	0.4146	0.3597	0.7024	0.0998	0.1322	0.4802	0.4847	0.6887	0.0	0.7654	0.5092	0.4556	0.125
0.7966	12.0	6000	0.7039	0.4002	0.5585	0.4634	0.4848	0.0	0.4089	0.3703	0.7158	0.0782	0.1322	0.4837	0.4876	0.6952	0.0	0.7678	0.4956	0.463	0.125
0.8266	13.0	6500	0.6752	0.4044	0.5623	0.4787	0.4951	0.0	0.429	0.3726	0.7179	0.0758	0.1353	0.49	0.493	0.7008	0.0	0.7783	0.5195	0.4612	0.125
0.7708	14.0	7000	0.6588	0.4207	0.5743	0.4969	0.5342	0.0	0.4323	0.3834	0.728	0.0601	0.1383	0.4988	0.5029	0.7262	0.0	0.7825	0.5217	0.4681	0.1917
0.6287	15.0	7500	0.6549	0.404	0.579	0.451	0.482	0.0	0.4252	0.3643	0.7299	0.0328	0.1354	0.4821	0.4868	0.6726	0.0	0.788	0.5127	0.4479	0.1125
0.6559	16.0	8000	0.6334	0.4031	0.5814	0.4652	0.5083	0.0	0.4247	0.3728	0.7011	0.1067	0.1366	0.4836	0.4889	0.6948	0.0	0.772	0.5142	0.4574	0.1708
0.7151	17.0	8500	0.5907	0.4471	0.6062	0.5339	0.5945	0.0004	0.4537	0.4183	0.7465	0.0949	0.1433	0.5082	0.5117	0.7331	0.0021	0.8	0.5282	0.4792	0.1667
0.7495	18.0	9000	0.6227	0.4276	0.6057	0.492	0.5491	0.0	0.4429	0.3988	0.7338	0.1324	0.1411	0.4889	0.4923	0.6859	0.0	0.791	0.5099	0.4582	0.2042
0.6698	19.0	9500	0.5812	0.4552	0.6164	0.5403	0.6232	0.0	0.4591	0.4315	0.7423	0.1785	0.1485	0.5075	0.5096	0.7359	0.0	0.7928	0.5173	0.4808	0.2375
0.7048	20.0	10000	0.5521	0.4675	0.6247	0.5517	0.6487	0.0	0.468	0.4456	0.7538	0.156	0.149	0.5148	0.5202	0.7524	0.0	0.8081	0.5259	0.4972	0.2333
0.6155	21.0	10500	0.5570	0.4642	0.6334	0.561	0.6367	0.0002	0.4718	0.4286	0.7556	0.0656	0.1467	0.5026	0.5054	0.7141	0.0011	0.8009	0.5204	0.4702	0.2
0.6012	22.0	11000	0.5256	0.4777	0.6409	0.5649	0.6609	0.002	0.4887	0.4472	0.7703	0.1022	0.1486	0.5167	0.5207	0.7379	0.0011	0.8232	0.5359	0.4937	0.1833
0.5228	23.0	11500	0.5485	0.477	0.642	0.5768	0.6618	0.0158	0.47	0.455	0.7533	0.1221	0.1505	0.511	0.5136	0.7347	0.0084	0.7976	0.5099	0.4941	0.1958
0.6076	24.0	12000	0.5497	0.5072	0.6724	0.6053	0.6875	0.0909	0.5003	0.4843	0.7432	0.184	0.1727	0.5426	0.5459	0.7528	0.0895	0.7955	0.5402	0.5191	0.2375
0.5342	25.0	12500	0.5213	0.5077	0.6727	0.6119	0.6796	0.0854	0.506	0.4767	0.7579	0.1671	0.1687	0.5411	0.5459	0.7492	0.0832	0.8054	0.5459	0.5162	0.2833
0.5668	26.0	13000	0.5126	0.5918	0.7825	0.7045	0.6827	0.3173	0.5874	0.5738	0.7754	0.0969	0.2343	0.6311	0.6358	0.7456	0.3379	0.8238	0.6284	0.6238	0.2542
0.5328	27.0	13500	0.4993	0.6162	0.8218	0.748	0.685	0.4089	0.5979	0.6021	0.7549	0.181	0.2525	0.6585	0.6611	0.7423	0.4389	0.8021	0.6403	0.6464	0.2375
0.5303	28.0	14000	0.4917	0.6485	0.8365	0.7794	0.7124	0.4644	0.6271	0.6461	0.7688	0.1745	0.268	0.6879	0.6904	0.7677	0.4937	0.8096	0.6613	0.6893	0.2375
0.5268	29.0	14500	0.4792	0.6577	0.8834	0.7838	0.6831	0.5047	0.6532	0.6404	0.7854	0.1625	0.2733	0.7018	0.7059	0.7387	0.5495	0.8295	0.6884	0.6985	0.2458
0.49	30.0	15000	0.4947	0.6475	0.8795	0.7532	0.6762	0.5044	0.6672	0.6287	0.7618	0.1773	0.2766	0.6916	0.6951	0.729	0.5526	0.8036	0.7074	0.6779	0.3069
0.6711	31.0	15500	0.4538	0.6746	0.8957	0.7991	0.6955	0.5497	0.6853	0.663	0.7787	0.1179	0.2935	0.7228	0.7262	0.7585	0.5989	0.8211	0.7289	0.7156	0.2583
0.4278	32.0	16000	0.4328	0.7014	0.9158	0.8303	0.7142	0.608	0.712	0.6875	0.7821	0.1313	0.3039	0.7437	0.7487	0.7694	0.6474	0.8295	0.7503	0.7407	0.2125
0.5014	33.0	16500	0.4380	0.6845	0.8992	0.8313	0.7093	0.5781	0.7182	0.6693	0.766	0.1623	0.2957	0.731	0.7354	0.7681	0.6274	0.8105	0.7652	0.7183	0.2875
0.5762	34.0	17000	0.4470	0.6873	0.9159	0.8232	0.6738	0.6083	0.7118	0.6753	0.7799	0.182	0.2987	0.7358	0.7396	0.7399	0.6526	0.8262	0.7558	0.725	0.3097
0.5993	35.0	17500	0.4372	0.6971	0.9303	0.8432	0.687	0.6295	0.7122	0.6768	0.7748	0.1631	0.3041	0.7391	0.745	0.746	0.6716	0.8175	0.7473	0.7288	0.3486
0.4911	36.0	18000	0.4101	0.7015	0.932	0.8411	0.693	0.6238	0.7166	0.6893	0.7878	0.1979	0.3028	0.7472	0.7521	0.7569	0.6632	0.8361	0.7673	0.74	0.2958
0.4781	37.0	18500	0.4187	0.6914	0.9079	0.8294	0.6926	0.59	0.7231	0.6789	0.7918	0.1162	0.2947	0.7356	0.7394	0.754	0.6295	0.8346	0.7661	0.7262	0.2139
0.5799	38.0	19000	0.4119	0.701	0.9439	0.8374	0.6948	0.6172	0.7107	0.6877	0.7909	0.1665	0.2996	0.7478	0.7511	0.7581	0.6621	0.8331	0.7529	0.7375	0.2819
0.5361	39.0	19500	0.4146	0.7078	0.9387	0.8622	0.7061	0.6333	0.7228	0.6982	0.784	0.2637	0.2969	0.7483	0.7521	0.7577	0.6705	0.828	0.7665	0.7408	0.3819
0.493	40.0	20000	0.4011	0.7074	0.924	0.8545	0.7149	0.609	0.7326	0.6932	0.7982	0.1959	0.3027	0.7478	0.7529	0.769	0.6495	0.8404	0.7748	0.7458	0.2444
0.5708	41.0	20500	0.3944	0.7356	0.9499	0.8782	0.7288	0.6795	0.7563	0.7228	0.7986	0.1492	0.3188	0.7753	0.78	0.7766	0.7211	0.8425	0.7968	0.7703	0.2722
0.6682	42.0	21000	0.3919	0.7261	0.9477	0.8652	0.7259	0.6498	0.7382	0.713	0.8025	0.2406	0.3087	0.7701	0.7739	0.7782	0.7	0.8434	0.7811	0.7649	0.3153
0.4174	43.0	21500	0.4134	0.703	0.9523	0.8325	0.6781	0.6314	0.7123	0.6946	0.7994	0.2342	0.2981	0.746	0.7501	0.7355	0.6768	0.838	0.7524	0.741	0.3486
0.5008	44.0	22000	0.3907	0.7355	0.9505	0.8609	0.7255	0.673	0.736	0.7287	0.8081	0.2461	0.3096	0.7722	0.7761	0.7714	0.7063	0.8506	0.7728	0.7712	0.3347
0.4455	45.0	22500	0.3722	0.7412	0.9463	0.8804	0.7153	0.6929	0.7561	0.7266	0.8155	0.2147	0.3152	0.7778	0.7825	0.7613	0.7305	0.8557	0.7959	0.7692	0.2931
0.5233	46.0	23000	0.3724	0.7403	0.9481	0.8889	0.7207	0.6869	0.759	0.7225	0.8132	0.2499	0.3154	0.7816	0.7857	0.7718	0.7305	0.8548	0.7988	0.7691	0.3375
0.4255	47.0	23500	0.3741	0.7311	0.9513	0.8635	0.7092	0.678	0.7399	0.7221	0.806	0.2056	0.3123	0.7751	0.7799	0.7661	0.7295	0.844	0.7819	0.7699	0.3014
0.446	48.0	24000	0.3888	0.734	0.953	0.8869	0.7125	0.6834	0.747	0.7208	0.806	0.2461	0.3127	0.774	0.7762	0.7565	0.7232	0.8491	0.7858	0.7643	0.3
0.4059	49.0	24500	0.3750	0.7303	0.9415	0.8951	0.7104	0.6759	0.7358	0.7234	0.8046	0.1287	0.3159	0.772	0.7755	0.7698	0.7137	0.8431	0.7806	0.7671	0.25
0.4609	50.0	25000	0.3579	0.7437	0.9486	0.875	0.7298	0.6908	0.7409	0.7385	0.8105	0.2214	0.3188	0.7875	0.7908	0.7855	0.7379	0.8491	0.7783	0.7858	0.3389
0.5203	51.0	25500	0.3841	0.7283	0.943	0.8761	0.7195	0.6715	0.7375	0.7157	0.794	0.2607	0.3134	0.7707	0.7735	0.7698	0.7158	0.8349	0.7808	0.7655	0.3417
0.5682	52.0	26000	0.3522	0.7435	0.9479	0.8956	0.7475	0.6641	0.7571	0.7368	0.8189	0.2501	0.3177	0.7855	0.7888	0.7976	0.7084	0.8605	0.7951	0.781	0.3403
0.4698	53.0	26500	0.3583	0.7416	0.9407	0.8975	0.7269	0.6814	0.7537	0.7276	0.8165	0.2662	0.3177	0.7856	0.7884	0.7802	0.7274	0.8575	0.7972	0.777	0.3833
0.4656	54.0	27000	0.3621	0.7368	0.9507	0.8858	0.7244	0.6673	0.7422	0.7276	0.8186	0.3068	0.3144	0.7779	0.7819	0.7742	0.7126	0.8587	0.7846	0.7719	0.3778
0.4325	55.0	27500	0.3537	0.7429	0.9449	0.8827	0.7334	0.6752	0.7695	0.7297	0.8202	0.3058	0.3175	0.7872	0.7908	0.7871	0.7284	0.8569	0.8056	0.7754	0.3431
0.4239	56.0	28000	0.3582	0.7506	0.9524	0.8949	0.7427	0.695	0.7701	0.7386	0.8141	0.2394	0.3188	0.7915	0.7955	0.7972	0.74	0.8494	0.8032	0.7856	0.325
0.4582	57.0	28500	0.3465	0.7593	0.9528	0.9059	0.7571	0.7023	0.7844	0.7501	0.8185	0.2384	0.3198	0.8005	0.8042	0.8117	0.7474	0.8536	0.8198	0.7968	0.35
0.5418	58.0	29000	0.3444	0.7597	0.9552	0.8909	0.7571	0.7036	0.7629	0.7523	0.8185	0.2644	0.3224	0.8001	0.8047	0.8085	0.7495	0.856	0.7968	0.8034	0.3389
0.4257	59.0	29500	0.3479	0.7565	0.9489	0.8967	0.7483	0.6999	0.7716	0.7497	0.8213	0.2546	0.3221	0.7978	0.8012	0.8004	0.7442	0.859	0.8109	0.7944	0.3306
0.3616	60.0	30000	0.3678	0.74	0.9476	0.869	0.7166	0.6764	0.7445	0.7328	0.8269	0.2011	0.3123	0.7792	0.7834	0.7645	0.7211	0.8648	0.7838	0.7761	0.3208
0.4692	61.0	30500	0.3567	0.7391	0.9526	0.9076	0.7237	0.6736	0.7352	0.7386	0.8199	0.2564	0.3134	0.7841	0.7874	0.7698	0.7284	0.8642	0.777	0.7848	0.35
0.3664	62.0	31000	0.3445	0.7543	0.9457	0.8969	0.7524	0.6917	0.7841	0.7436	0.8186	0.1985	0.3187	0.7946	0.7982	0.804	0.7305	0.8599	0.8191	0.7871	0.3319
0.4617	63.0	31500	0.3477	0.7501	0.9319	0.8863	0.7356	0.677	0.7548	0.7512	0.8376	0.1933	0.3224	0.7898	0.7932	0.7891	0.7158	0.8747	0.7865	0.7936	0.2667
0.4785	64.0	32000	0.3276	0.7646	0.9489	0.9162	0.7483	0.7102	0.7797	0.7639	0.8351	0.2695	0.3244	0.8064	0.8101	0.7988	0.7547	0.8768	0.8188	0.8073	0.3278
0.3807	65.0	32500	0.3293	0.7682	0.9436	0.9062	0.759	0.7055	0.7908	0.7561	0.84	0.2285	0.3257	0.8096	0.8141	0.8137	0.7547	0.8738	0.8229	0.8057	0.3181
0.3815	66.0	33000	0.3422	0.7608	0.9451	0.9046	0.7518	0.6895	0.7784	0.7544	0.8411	0.2752	0.3221	0.8004	0.8053	0.8028	0.7358	0.8774	0.8167	0.8019	0.3236
0.4308	67.0	33500	0.3536	0.7486	0.9475	0.8884	0.7248	0.6897	0.7676	0.7404	0.8312	0.2703	0.3171	0.7907	0.796	0.7855	0.7379	0.8648	0.8097	0.7885	0.3292
0.4524	68.0	34000	0.3540	0.7421	0.9371	0.8874	0.7334	0.6738	0.7598	0.7385	0.8191	0.2067	0.3174	0.784	0.7874	0.7887	0.7179	0.8557	0.7999	0.7867	0.2833
0.4625	69.0	34500	0.3366	0.7633	0.9428	0.8915	0.7428	0.7156	0.7827	0.7584	0.8314	0.2485	0.3264	0.7999	0.803	0.7935	0.7526	0.863	0.8165	0.8011	0.2917
0.3982	70.0	35000	0.3199	0.7704	0.9511	0.9008	0.7549	0.7186	0.7657	0.7739	0.8377	0.2725	0.3271	0.81	0.8137	0.8145	0.7579	0.8687	0.8115	0.8156	0.3375
0.4455	71.0	35500	0.3327	0.7582	0.9422	0.889	0.7602	0.6811	0.7635	0.7576	0.8332	0.2142	0.3214	0.7964	0.8012	0.8129	0.7242	0.8666	0.8043	0.7968	0.3139
0.4408	72.0	36000	0.3362	0.7589	0.9435	0.896	0.7509	0.6959	0.7749	0.7537	0.8299	0.2235	0.32	0.7978	0.8009	0.804	0.7368	0.8617	0.8137	0.7951	0.2667
0.5039	73.0	36500	0.3251	0.7653	0.946	0.8872	0.7631	0.7017	0.7696	0.7687	0.8311	0.1256	0.3259	0.8012	0.8046	0.8089	0.7389	0.866	0.8065	0.8053	0.1542
0.4364	74.0	37000	0.3245	0.771	0.9521	0.8988	0.7656	0.7039	0.7728	0.771	0.8435	0.31	0.3269	0.8085	0.812	0.8077	0.7463	0.8819	0.8133	0.8129	0.3389
0.4864	75.0	37500	0.3360	0.7616	0.9475	0.8927	0.7553	0.7025	0.7811	0.7584	0.827	0.2521	0.3234	0.8024	0.8062	0.8109	0.7421	0.8657	0.8202	0.8042	0.2819
0.5108	76.0	38000	0.3516	0.7529	0.9519	0.8799	0.7343	0.696	0.7748	0.7415	0.8284	0.1942	0.3176	0.792	0.7956	0.7867	0.7368	0.8633	0.8118	0.7864	0.2861
0.4386	77.0	38500	0.3303	0.7701	0.9422	0.8958	0.7672	0.6976	0.7998	0.7631	0.8454	0.2447	0.3269	0.8062	0.8096	0.8133	0.7347	0.8807	0.8336	0.8044	0.3
0.4438	78.0	39000	0.3459	0.7568	0.9427	0.8977	0.7401	0.7021	0.762	0.7538	0.8281	0.2318	0.3208	0.7949	0.7986	0.7964	0.7358	0.8636	0.799	0.7978	0.3097
0.4384	79.0	39500	0.3290	0.7697	0.9422	0.8978	0.7709	0.6985	0.7908	0.7704	0.8396	0.2272	0.3268	0.8059	0.8105	0.8185	0.7368	0.8762	0.8231	0.8139	0.2917
0.46	80.0	40000	0.3328	0.7611	0.9379	0.8931	0.7507	0.6942	0.7708	0.7591	0.8383	0.248	0.3217	0.7986	0.8017	0.8004	0.7326	0.872	0.802	0.8022	0.3208
0.3882	81.0	40500	0.3387	0.7631	0.9478	0.9052	0.7469	0.7052	0.7825	0.7585	0.837	0.2465	0.3205	0.7999	0.8038	0.7883	0.7495	0.8735	0.8156	0.7998	0.3375
0.4055	82.0	41000	0.3298	0.7623	0.934	0.8977	0.7419	0.6995	0.7882	0.7618	0.8456	0.2022	0.324	0.7988	0.8018	0.7907	0.7326	0.8819	0.8235	0.8002	0.2667
0.4664	83.0	41500	0.3408	0.7543	0.9434	0.9031	0.74	0.6868	0.7696	0.7523	0.8362	0.191	0.3201	0.7926	0.7957	0.7867	0.7274	0.8729	0.8058	0.7927	0.2792
0.3745	84.0	42000	0.3231	0.7661	0.9464	0.9053	0.7459	0.7051	0.7858	0.7607	0.8472	0.2229	0.3269	0.8049	0.8086	0.7976	0.7474	0.8807	0.8229	0.8032	0.3417
0.3388	85.0	42500	0.3270	0.7699	0.9526	0.9007	0.7726	0.704	0.7731	0.7753	0.8332	0.2572	0.3231	0.8089	0.8127	0.8161	0.7505	0.8714	0.8128	0.8145	0.3764
0.3615	86.0	43000	0.3178	0.7756	0.9496	0.9091	0.7714	0.7045	0.7916	0.7747	0.8508	0.294	0.3264	0.8123	0.8173	0.8153	0.7484	0.8883	0.8225	0.8143	0.3681
0.3616	87.0	43500	0.3388	0.7613	0.953	0.9002	0.7401	0.7073	0.7624	0.7605	0.8366	0.2755	0.3209	0.7992	0.8019	0.7899	0.7453	0.8705	0.802	0.7984	0.3861
0.4107	88.0	44000	0.3161	0.7772	0.9513	0.9018	0.7613	0.7223	0.7856	0.7778	0.8479	0.2612	0.3308	0.8152	0.8191	0.8129	0.76	0.8843	0.8207	0.8195	0.3403
0.3945	89.0	44500	0.3433	0.7521	0.9474	0.8903	0.7469	0.6782	0.7605	0.7471	0.8312	0.2602	0.3186	0.7914	0.7948	0.7935	0.7232	0.8678	0.8016	0.7921	0.3042
0.3239	90.0	45000	0.3282	0.7692	0.9409	0.8894	0.7633	0.7078	0.7844	0.7662	0.8366	0.1813	0.3234	0.8066	0.8111	0.8161	0.7411	0.8762	0.826	0.8066	0.25
0.3919	91.0	45500	0.3136	0.7808	0.944	0.8978	0.7711	0.7221	0.7836	0.7854	0.8491	0.2101	0.3293	0.8148	0.8175	0.8153	0.7537	0.8834	0.8187	0.8229	0.2375
0.3625	92.0	46000	0.3011	0.7892	0.9492	0.9019	0.7869	0.7321	0.7997	0.793	0.8487	0.2453	0.3354	0.8236	0.827	0.8339	0.7653	0.8819	0.8349	0.8282	0.2917
0.3943	93.0	46500	0.3042	0.7873	0.944	0.9037	0.7763	0.7373	0.7998	0.7891	0.8482	0.243	0.3365	0.8226	0.8263	0.8206	0.7747	0.8837	0.8331	0.8285	0.2958
0.4379	94.0	47000	0.3146	0.7777	0.9441	0.9048	0.7555	0.726	0.7806	0.7786	0.8515	0.2692	0.3311	0.8143	0.8185	0.8052	0.7611	0.8892	0.8154	0.8207	0.3417
0.4484	95.0	47500	0.3113	0.779	0.946	0.9019	0.7684	0.7188	0.7913	0.7848	0.8498	0.2473	0.329	0.8134	0.8175	0.8161	0.7484	0.888	0.8243	0.8231	0.2972
0.4899	96.0	48000	0.3086	0.7834	0.9491	0.9066	0.7749	0.7207	0.7926	0.7875	0.8547	0.2902	0.3289	0.8209	0.825	0.8246	0.76	0.8904	0.8227	0.8281	0.3431
0.3551	97.0	48500	0.3072	0.7814	0.9519	0.9083	0.7687	0.7259	0.7879	0.7862	0.8497	0.2733	0.3296	0.8196	0.8228	0.8169	0.7642	0.8873	0.8284	0.8258	0.3417
0.4379	98.0	49000	0.3053	0.7827	0.9443	0.9023	0.7828	0.7111	0.79	0.7874	0.8543	0.2485	0.33	0.8195	0.8242	0.8327	0.7516	0.8883	0.8254	0.83	0.3167
0.4418	99.0	49500	0.3088	0.7777	0.9379	0.9037	0.7765	0.7073	0.7923	0.7806	0.8494	0.2146	0.3282	0.8159	0.819	0.825	0.7453	0.8867	0.8287	0.8192	0.2833
0.2906	100.0	50000	0.3106	0.7833	0.9427	0.9046	0.7741	0.7203	0.7894	0.7899	0.8556	0.2257	0.3311	0.8202	0.8226	0.8185	0.7611	0.8883	0.8244	0.8286	0.2708
0.3827	101.0	50500	0.3013	0.7814	0.9387	0.9	0.7832	0.7065	0.799	0.7836	0.8545	0.2251	0.3292	0.8172	0.8205	0.829	0.7421	0.8904	0.8339	0.8222	0.2958
0.3339	102.0	51000	0.2997	0.7851	0.9457	0.8962	0.7877	0.7196	0.7903	0.7883	0.8481	0.2424	0.3314	0.8212	0.825	0.8359	0.7558	0.8834	0.8284	0.828	0.2917
0.357	103.0	51500	0.2963	0.7903	0.9517	0.9017	0.7853	0.7276	0.8004	0.7939	0.858	0.2363	0.3335	0.8288	0.8332	0.8319	0.7705	0.8973	0.8394	0.8385	0.3083
0.4407	104.0	52000	0.3016	0.7852	0.9482	0.9112	0.7777	0.7203	0.8001	0.7873	0.8577	0.2538	0.3305	0.8196	0.8237	0.8218	0.7579	0.8916	0.8326	0.8276	0.3306
0.4194	105.0	52500	0.2960	0.7943	0.9484	0.9091	0.7902	0.7302	0.8199	0.7941	0.8625	0.2392	0.3322	0.8303	0.8346	0.8407	0.7663	0.8967	0.8524	0.8371	0.2931
0.3059	106.0	53000	0.2887	0.7964	0.9489	0.9098	0.7968	0.7332	0.8078	0.8042	0.8592	0.2745	0.337	0.8335	0.8372	0.8435	0.7726	0.8955	0.8418	0.8461	0.3167
0.3604	107.0	53500	0.2979	0.7902	0.9446	0.9084	0.7865	0.7265	0.8061	0.7953	0.8576	0.2311	0.3335	0.8237	0.8296	0.8339	0.7632	0.8919	0.842	0.8357	0.2875
0.3597	108.0	54000	0.2955	0.7931	0.9517	0.9122	0.788	0.7333	0.8022	0.7966	0.8579	0.2544	0.3345	0.8306	0.8342	0.8347	0.7758	0.8922	0.8379	0.8394	0.3056
0.4033	109.0	54500	0.3068	0.7823	0.9455	0.9069	0.7722	0.7216	0.799	0.7859	0.8529	0.2415	0.3324	0.8192	0.8224	0.8202	0.7589	0.888	0.8313	0.8274	0.2875
0.3405	110.0	55000	0.2968	0.7905	0.9508	0.9073	0.7773	0.7367	0.799	0.7934	0.8577	0.2545	0.3333	0.8242	0.8279	0.8202	0.7705	0.8931	0.8306	0.8325	0.3306
0.4235	111.0	55500	0.2834	0.796	0.9439	0.9146	0.7929	0.734	0.8125	0.7985	0.8609	0.2387	0.3396	0.8318	0.8355	0.8391	0.7705	0.897	0.846	0.8395	0.275
0.3267	112.0	56000	0.2922	0.7909	0.9459	0.8997	0.7878	0.7231	0.8014	0.7924	0.8617	0.2623	0.3327	0.8267	0.8307	0.8359	0.76	0.8961	0.8337	0.8336	0.3194
0.4151	113.0	56500	0.2878	0.7963	0.9485	0.9066	0.7945	0.7302	0.8067	0.7993	0.8643	0.2725	0.3336	0.8297	0.8344	0.8419	0.7621	0.8991	0.8388	0.8363	0.3222
0.3984	114.0	57000	0.2887	0.7961	0.9482	0.9034	0.7917	0.7335	0.8072	0.8031	0.8632	0.2598	0.3352	0.8317	0.8364	0.8395	0.7716	0.8982	0.8394	0.8429	0.3056
0.435	115.0	57500	0.2955	0.7951	0.9509	0.9083	0.7895	0.7356	0.8081	0.7996	0.8601	0.2608	0.3337	0.8293	0.8341	0.8335	0.7747	0.894	0.8391	0.8399	0.3097
0.2948	116.0	58000	0.2954	0.7912	0.9492	0.911	0.7927	0.7214	0.808	0.7955	0.8594	0.263	0.3315	0.8273	0.8321	0.8403	0.7621	0.894	0.8393	0.8355	0.3097
0.3556	117.0	58500	0.2893	0.8	0.949	0.9138	0.8025	0.7364	0.8168	0.8018	0.861	0.2696	0.3371	0.8363	0.8403	0.848	0.7779	0.8949	0.8499	0.8413	0.3139
0.4662	118.0	59000	0.2960	0.792	0.9494	0.9061	0.7866	0.7254	0.8113	0.7922	0.8641	0.2575	0.3315	0.8242	0.8288	0.8319	0.7579	0.8967	0.8416	0.8296	0.3014
0.3439	119.0	59500	0.2869	0.8048	0.9485	0.9121	0.7975	0.7471	0.8194	0.8073	0.8698	0.2751	0.3363	0.8369	0.8415	0.8444	0.7779	0.9021	0.8479	0.8438	0.3236
0.3117	120.0	60000	0.2921	0.8007	0.9491	0.9075	0.7956	0.7394	0.8103	0.8041	0.8671	0.2751	0.3369	0.8355	0.839	0.8419	0.7768	0.8982	0.8412	0.8429	0.3139
0.3281	121.0	60500	0.2870	0.8047	0.9481	0.906	0.8027	0.7437	0.8166	0.8088	0.8678	0.2744	0.3363	0.839	0.8423	0.8476	0.7789	0.9003	0.8483	0.8455	0.3194
0.4216	122.0	61000	0.2867	0.8002	0.9466	0.9099	0.7953	0.7381	0.8133	0.8004	0.8671	0.274	0.335	0.8344	0.8383	0.8411	0.7747	0.8991	0.8453	0.8417	0.3111
0.3912	123.0	61500	0.2869	0.799	0.9464	0.9033	0.7943	0.7372	0.8142	0.7997	0.8655	0.2714	0.335	0.8348	0.8379	0.8387	0.7758	0.8991	0.8473	0.8402	0.3111
0.4112	124.0	62000	0.2943	0.7917	0.9463	0.9072	0.7856	0.7284	0.8082	0.7913	0.8612	0.2981	0.3337	0.8265	0.8297	0.8294	0.7663	0.8934	0.8396	0.8308	0.3194
0.3761	125.0	62500	0.2863	0.7997	0.9463	0.9047	0.7952	0.7353	0.8225	0.7974	0.8685	0.2858	0.3367	0.8335	0.8366	0.8387	0.7705	0.9006	0.85	0.8365	0.3069
0.3983	126.0	63000	0.2887	0.7969	0.9465	0.9018	0.7927	0.735	0.8091	0.8003	0.8631	0.2874	0.3347	0.8321	0.8351	0.8371	0.7705	0.8976	0.8419	0.8395	0.3111
0.449	127.0	63500	0.2940	0.7942	0.9466	0.8993	0.7913	0.7316	0.8021	0.7971	0.8596	0.2904	0.3336	0.8276	0.8308	0.8327	0.7663	0.8934	0.8345	0.8351	0.3153
0.3092	128.0	64000	0.2910	0.8006	0.9466	0.9066	0.8017	0.7349	0.8129	0.8011	0.8651	0.2758	0.3348	0.8346	0.8376	0.8427	0.7716	0.8985	0.8462	0.84	0.3153
0.3511	129.0	64500	0.2894	0.8008	0.9461	0.9134	0.7963	0.7414	0.8151	0.8034	0.8647	0.2618	0.3367	0.8354	0.8383	0.8391	0.7779	0.8979	0.8456	0.8423	0.3069
0.3391	130.0	65000	0.2906	0.7979	0.9464	0.907	0.7924	0.7358	0.8108	0.7991	0.8654	0.2943	0.3338	0.8334	0.8362	0.8347	0.7747	0.8991	0.8417	0.8401	0.3167
0.3646	131.0	65500	0.2919	0.7963	0.9465	0.9108	0.7931	0.7348	0.8134	0.7972	0.8609	0.2881	0.3358	0.8321	0.8352	0.8387	0.7716	0.8952	0.8443	0.8375	0.3125
0.2848	132.0	66000	0.2956	0.7931	0.9463	0.9052	0.7891	0.7323	0.8126	0.7939	0.858	0.2862	0.3338	0.8303	0.8332	0.8343	0.7726	0.8928	0.8431	0.8343	0.3083
0.3886	133.0	66500	0.2907	0.7961	0.9465	0.909	0.7912	0.7344	0.8164	0.7946	0.8628	0.2898	0.3344	0.8316	0.8348	0.8347	0.7726	0.897	0.8467	0.834	0.3167
0.379	134.0	67000	0.2910	0.7983	0.9464	0.911	0.791	0.7449	0.8212	0.7967	0.859	0.2815	0.3358	0.8336	0.8365	0.8335	0.7811	0.8949	0.8507	0.8353	0.3083
0.4092	135.0	67500	0.2907	0.7989	0.9465	0.9144	0.7952	0.7387	0.8159	0.7999	0.8629	0.2875	0.3357	0.8345	0.8374	0.8387	0.7768	0.8967	0.8479	0.8384	0.3083
0.3667	136.0	68000	0.2885	0.7981	0.9465	0.9149	0.794	0.7381	0.8203	0.7976	0.8623	0.2955	0.3357	0.8341	0.8372	0.8355	0.7789	0.8973	0.8501	0.8367	0.3222
0.4176	137.0	68500	0.2865	0.8029	0.9467	0.9171	0.7996	0.7437	0.823	0.805	0.8654	0.2956	0.338	0.8377	0.8409	0.8415	0.7811	0.9	0.8521	0.8424	0.3222
0.3972	138.0	69000	0.2852	0.8013	0.9465	0.9172	0.7962	0.7451	0.8223	0.8014	0.8625	0.2955	0.3368	0.8364	0.8396	0.8387	0.7832	0.897	0.8521	0.841	0.3222
0.4419	139.0	69500	0.2812	0.8044	0.9466	0.9174	0.8004	0.7458	0.8213	0.8066	0.867	0.2953	0.3376	0.8389	0.842	0.8435	0.7821	0.9003	0.8513	0.8443	0.3222
0.3318	140.0	70000	0.2845	0.803	0.9466	0.915	0.7999	0.7453	0.8212	0.8056	0.864	0.2897	0.338	0.8377	0.8407	0.8419	0.7821	0.8982	0.8505	0.8437	0.3167
0.3842	141.0	70500	0.2822	0.8037	0.9466	0.917	0.8013	0.745	0.8219	0.8066	0.8647	0.2897	0.3382	0.8381	0.8412	0.8427	0.7811	0.8997	0.8527	0.8437	0.3167
0.3998	142.0	71000	0.2853	0.8013	0.9465	0.9149	0.7982	0.7444	0.8201	0.8031	0.8613	0.2953	0.3372	0.8369	0.8399	0.8411	0.7821	0.8964	0.8501	0.8416	0.3222
0.3571	143.0	71500	0.2838	0.8009	0.9462	0.9147	0.2991	0.8028	0.8196	0.337	0.8369	0.84	0.3264	0.8411	0.8505	0.7977	0.8415	0.7436	0.7811	0.8615	0.8973
0.3332	144.0	72000	0.2837	0.801	0.9464	0.9144	0.2932	0.803	0.8209	0.3369	0.8368	0.8398	0.3208	0.8413	0.8516	0.7989	0.8423	0.7419	0.7789	0.8623	0.8982
0.3259	145.0	72500	0.2837	0.8018	0.9464	0.9147	0.2935	0.804	0.8209	0.3373	0.8375	0.8405	0.3208	0.8418	0.8516	0.7997	0.8435	0.7432	0.78	0.8623	0.8979
0.3873	146.0	73000	0.2839	0.8016	0.9463	0.9145	0.2935	0.8032	0.8209	0.3367	0.8371	0.8401	0.3208	0.8413	0.8516	0.7991	0.8423	0.7434	0.78	0.8622	0.8979
0.3318	147.0	73500	0.2836	0.8017	0.9463	0.9145	0.2935	0.8036	0.8209	0.3373	0.8374	0.8404	0.3208	0.842	0.8516	0.7987	0.8419	0.7437	0.7811	0.8627	0.8982
0.3442	148.0	74000	0.2836	0.8014	0.9463	0.9145	0.2935	0.8031	0.8211	0.3373	0.8373	0.8403	0.3208	0.8417	0.8517	0.7989	0.8423	0.7423	0.78	0.8631	0.8985
0.4478	149.0	74500	0.2836	0.8018	0.9463	0.9146	0.2935	0.8039	0.8211	0.3373	0.8376	0.8406	0.3208	0.8422	0.8517	0.7988	0.8423	0.7436	0.7811	0.8631	0.8985
0.3662	150.0	75000	0.2836	0.8018	0.9463	0.9145	0.2935	0.8039	0.8211	0.3373	0.8376	0.8406	0.3208	0.8422	0.8517	0.7988	0.8423	0.7436	0.7811	0.8631	0.8985

Framework versions

Transformers 4.46.0
Pytorch 2.5.0+cu121
Datasets 2.19.2
Tokenizers 0.20.1

Task: Object Detection
Library: transformers
Type: detr
License: apache-2.0
Created: Oct 24, 2024
Updated: Oct 28, 2024