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machinelearningzuu/
vehicle_detection

Name: vehicle_detection
Availability: InStock

tensorboard

safetensors

conditional_detr

generated_from_trainer

microsoft/conditional-detr-resnet-50

finetune

apache-2.0

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vehicle_detection

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

Loss: 0.2233
Map: 0.9186
Map 50: 0.9888
Map 75: 0.9702
Map Small: 0.0168
Map Medium: 0.8326
Map Large: 0.9267
Mar 1: 0.39
Mar 10: 0.9118
Mar 100: 0.9461
Mar Small: 0.0167
Mar Medium: 0.883
Mar Large: 0.953
Map Car: 0.9208
Mar 100 Car: 0.9447
Map Twowheeler: 0.9227
Mar 100 Twowheeler: 0.9476
Map Auto: 0.8797
Mar 100 Auto: 0.9232
Map Bus: 0.93
Mar 100 Bus: 0.9552
Map Truck: 0.94
Mar 100 Truck: 0.9599

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: 5e-05
train_batch_size: 4
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
num_epochs: 100
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Map	Map 50	Map 75	Map Small	Map Medium	Map Large	Mar 1	Mar 10	Mar 100	Mar Small	Mar Medium	Mar Large	Map Car	Mar 100 Car	Map Twowheeler	Mar 100 Twowheeler	Map Auto	Mar 100 Auto	Map Bus	Mar 100 Bus	Map Truck	Mar 100 Truck
No log	1.0	229	1.9856	0.0192	0.0426	0.0169	0.0	0.0005	0.0205	0.0089	0.0398	0.106	0.0	0.0074	0.1124	0.0947	0.5102	0.0015	0.02	0.0	0.0	0.0	0.0	0.0	0.0
No log	2.0	458	1.6568	0.0551	0.1059	0.0545	0.0	0.0483	0.056	0.0427	0.1326	0.2109	0.0	0.1499	0.2097	0.1798	0.6435	0.0178	0.1473	0.0686	0.1522	0.0007	0.0325	0.0088	0.0787
3.2288	3.0	687	1.5186	0.1102	0.1976	0.1134	0.0	0.0914	0.1095	0.0734	0.238	0.3274	0.0	0.1826	0.3338	0.2763	0.6943	0.1158	0.4139	0.1317	0.271	0.0226	0.119	0.0046	0.1386
3.2288	4.0	916	1.3361	0.1499	0.2474	0.1617	0.0	0.1175	0.1508	0.0948	0.3171	0.4177	0.0	0.2566	0.4266	0.3726	0.7412	0.1597	0.579	0.1768	0.3913	0.0275	0.1867	0.0129	0.1906
1.4282	5.0	1145	1.2549	0.1958	0.326	0.2123	0.0	0.1189	0.2027	0.1253	0.4038	0.5086	0.0	0.2705	0.5279	0.4481	0.7446	0.2302	0.6364	0.1981	0.4741	0.0537	0.3586	0.0488	0.3292
1.4282	6.0	1374	1.1393	0.2589	0.398	0.2816	0.0	0.2273	0.2586	0.1605	0.5096	0.6228	0.0	0.4519	0.6371	0.5211	0.7628	0.3211	0.7083	0.2883	0.6504	0.0848	0.4807	0.0793	0.5119
1.172	7.0	1603	1.0888	0.3236	0.4901	0.3573	0.0	0.3587	0.3187	0.1885	0.5581	0.6591	0.0	0.5986	0.6641	0.5699	0.7709	0.393	0.7138	0.3439	0.661	0.1689	0.5467	0.1424	0.6031
1.172	8.0	1832	0.9997	0.3794	0.5421	0.4216	0.0	0.3792	0.3785	0.2154	0.6143	0.7034	0.0	0.6357	0.7102	0.6207	0.7971	0.47	0.7611	0.4082	0.6813	0.2144	0.6463	0.1835	0.6314
1.0361	9.0	2061	0.9796	0.424	0.6006	0.4761	0.0114	0.3865	0.43	0.2416	0.6314	0.717	0.0333	0.5976	0.7297	0.6461	0.7925	0.5229	0.7637	0.3866	0.6755	0.2786	0.6679	0.2857	0.6855
1.0361	10.0	2290	0.8782	0.5167	0.6937	0.5831	0.0	0.4704	0.524	0.2729	0.6941	0.7711	0.0	0.6556	0.7819	0.6851	0.8177	0.5872	0.7896	0.4967	0.7474	0.374	0.6988	0.4407	0.8018
0.9095	11.0	2519	0.8567	0.5329	0.7133	0.6079	0.0	0.4845	0.5393	0.2805	0.6993	0.773	0.0	0.6472	0.7856	0.6822	0.8049	0.599	0.7895	0.5309	0.7533	0.3702	0.7294	0.4825	0.7877
0.9095	12.0	2748	0.8288	0.5647	0.7448	0.6448	0.1347	0.489	0.5734	0.2862	0.7164	0.7853	0.1333	0.6483	0.7975	0.6904	0.8157	0.6037	0.7808	0.5581	0.7641	0.4403	0.7539	0.5308	0.8118
0.9095	13.0	2977	0.7847	0.5902	0.7746	0.674	0.0	0.5372	0.5951	0.2964	0.7264	0.7867	0.0	0.6727	0.7978	0.7096	0.8184	0.6454	0.8043	0.5636	0.7631	0.4959	0.7512	0.5364	0.7963
0.8129	14.0	3206	0.7430	0.6291	0.8117	0.7151	0.0	0.5248	0.6378	0.3103	0.7454	0.801	0.0	0.6606	0.8146	0.7295	0.8314	0.6656	0.8225	0.6015	0.7824	0.5479	0.7588	0.6009	0.81
0.8129	15.0	3435	0.7187	0.6398	0.8242	0.737	0.0	0.5326	0.6482	0.3083	0.7487	0.8027	0.0	0.672	0.8135	0.7392	0.8356	0.6817	0.8242	0.6307	0.7929	0.5222	0.7398	0.6251	0.821
0.748	16.0	3664	0.7008	0.6486	0.83	0.735	0.0	0.5434	0.6576	0.3076	0.7524	0.8049	0.0	0.6797	0.8164	0.7529	0.844	0.6859	0.8224	0.6329	0.7932	0.5457	0.7446	0.6255	0.8203
0.748	17.0	3893	0.7042	0.6523	0.8462	0.7542	0.0	0.5646	0.6612	0.3162	0.7525	0.806	0.0	0.679	0.8181	0.7367	0.826	0.6755	0.804	0.6157	0.7821	0.5825	0.788	0.651	0.83
0.6979	18.0	4122	0.6434	0.6987	0.8684	0.7936	0.0	0.5947	0.7073	0.3282	0.7857	0.8348	0.0	0.7175	0.8469	0.7767	0.8561	0.7213	0.8463	0.6801	0.8165	0.643	0.8022	0.6722	0.8529
0.6979	19.0	4351	0.6231	0.7049	0.8806	0.8131	0.0	0.607	0.7131	0.3297	0.7819	0.827	0.0	0.7175	0.8374	0.761	0.8424	0.7167	0.8383	0.7004	0.82	0.6527	0.7882	0.6936	0.8461
0.6589	20.0	4580	0.6284	0.7074	0.8836	0.8081	0.0	0.6173	0.7146	0.3324	0.785	0.8311	0.0	0.7258	0.8409	0.7747	0.8543	0.7168	0.8345	0.6881	0.8136	0.6575	0.8058	0.6997	0.8474
0.6589	21.0	4809	0.5998	0.7205	0.8955	0.8187	0.0	0.6133	0.7302	0.3325	0.7944	0.8427	0.0	0.7266	0.8543	0.7821	0.8565	0.7414	0.8484	0.6888	0.8175	0.6778	0.83	0.7125	0.861
0.6182	22.0	5038	0.6040	0.7196	0.888	0.8178	0.0	0.6161	0.7304	0.3288	0.7937	0.8427	0.0	0.7385	0.8538	0.7863	0.8609	0.745	0.8573	0.6975	0.8247	0.6467	0.8147	0.7227	0.8561
0.6182	23.0	5267	0.5959	0.7329	0.8994	0.8317	0.0	0.6189	0.7412	0.338	0.8018	0.8459	0.0	0.7299	0.8566	0.7921	0.864	0.7467	0.8585	0.7291	0.8403	0.6852	0.8164	0.7114	0.8506
0.6182	24.0	5496	0.5712	0.7374	0.9106	0.8392	0.0038	0.649	0.744	0.3395	0.802	0.8487	0.0583	0.7426	0.8587	0.7918	0.8633	0.7476	0.8527	0.7115	0.8233	0.6865	0.8282	0.7499	0.8761
0.6034	25.0	5725	0.5547	0.7488	0.9191	0.8456	0.0	0.6335	0.7602	0.3434	0.8077	0.8548	0.0	0.7327	0.8675	0.804	0.8697	0.7675	0.8616	0.7157	0.8413	0.722	0.847	0.7349	0.8542
0.6034	26.0	5954	0.5622	0.7466	0.9177	0.8593	0.0	0.62	0.7598	0.3441	0.8036	0.8473	0.0	0.7238	0.8588	0.7931	0.8637	0.749	0.8513	0.7233	0.8337	0.7156	0.822	0.7522	0.8657
0.5794	27.0	6183	0.5197	0.7662	0.9283	0.8704	0.0	0.6591	0.7743	0.3468	0.8152	0.8566	0.0	0.7497	0.8669	0.8087	0.8741	0.7721	0.8659	0.7519	0.8431	0.7331	0.8313	0.7652	0.8685
0.5794	28.0	6412	0.5260	0.7729	0.9325	0.8779	0.0	0.6734	0.7813	0.345	0.8214	0.866	0.0	0.7614	0.8768	0.8157	0.8773	0.773	0.8663	0.7612	0.8542	0.7359	0.8431	0.7787	0.889
0.5511	29.0	6641	0.5145	0.7624	0.9301	0.8628	0.0	0.6492	0.7709	0.3447	0.8096	0.8564	0.0	0.7421	0.8666	0.814	0.8736	0.7687	0.8607	0.7453	0.8426	0.725	0.8448	0.7592	0.8604
0.5511	30.0	6870	0.4996	0.7762	0.9407	0.8836	0.0257	0.6791	0.7816	0.3488	0.8238	0.8656	0.025	0.7691	0.8748	0.8188	0.8773	0.7721	0.8684	0.7494	0.8428	0.7624	0.8633	0.7785	0.8761
0.5377	31.0	7099	0.4853	0.7911	0.946	0.9015	0.0	0.6981	0.7972	0.3546	0.8273	0.8692	0.0	0.7815	0.8762	0.8236	0.8826	0.8004	0.8762	0.7789	0.8565	0.765	0.8597	0.7875	0.8709
0.5377	32.0	7328	0.4858	0.7869	0.941	0.8932	0.0	0.679	0.7969	0.3508	0.8262	0.8699	0.0	0.7711	0.8803	0.8251	0.8822	0.7992	0.8823	0.7576	0.8489	0.7519	0.8444	0.8006	0.8919
0.5134	33.0	7557	0.4781	0.7857	0.944	0.9	0.0	0.6941	0.794	0.3543	0.8231	0.8641	0.0	0.7822	0.8715	0.8221	0.8807	0.8036	0.8794	0.7642	0.8548	0.7576	0.8364	0.781	0.8691
0.5134	34.0	7786	0.4783	0.7923	0.9472	0.8978	0.0	0.677	0.8006	0.3537	0.8316	0.8722	0.0	0.7665	0.8818	0.8281	0.8854	0.8027	0.8829	0.7795	0.8617	0.7501	0.8466	0.8014	0.8842
0.5006	35.0	8015	0.4689	0.7943	0.9499	0.9028	0.0101	0.6986	0.8017	0.3551	0.8301	0.8698	0.05	0.7826	0.8783	0.8285	0.8846	0.8059	0.8816	0.7777	0.8613	0.7632	0.8477	0.7961	0.8735
0.5006	36.0	8244	0.4788	0.794	0.9477	0.9019	0.0	0.708	0.8004	0.3539	0.8292	0.8694	0.0	0.7749	0.8778	0.827	0.8839	0.8069	0.8811	0.7793	0.8541	0.7679	0.8477	0.7888	0.8803
0.5006	37.0	8473	0.4364	0.8171	0.9586	0.9214	0.0	0.7011	0.8249	0.3635	0.8448	0.8844	0.0	0.7808	0.8935	0.8447	0.8936	0.8148	0.8844	0.7914	0.8687	0.8181	0.8918	0.8164	0.8834
0.4862	38.0	8702	0.4287	0.8104	0.9598	0.9135	0.0	0.7261	0.8158	0.3582	0.8422	0.8806	0.0	0.8008	0.8879	0.843	0.8947	0.8215	0.8913	0.8011	0.8721	0.7848	0.8672	0.8015	0.8776
0.4862	39.0	8931	0.4381	0.8088	0.9565	0.9112	0.0	0.7092	0.8165	0.3586	0.8421	0.8833	0.0	0.7832	0.8931	0.842	0.8954	0.8195	0.8916	0.7791	0.8664	0.7898	0.8706	0.8134	0.8926
0.467	40.0	9160	0.4064	0.8247	0.9641	0.9272	0.0	0.7091	0.8334	0.3659	0.8506	0.8873	0.0	0.7813	0.8972	0.8478	0.8972	0.8326	0.8964	0.7952	0.8716	0.8167	0.8814	0.8313	0.8901
0.467	41.0	9389	0.4180	0.8301	0.9634	0.926	0.0284	0.7306	0.8379	0.3643	0.8528	0.8907	0.05	0.8049	0.8986	0.856	0.8991	0.8307	0.8949	0.812	0.8768	0.8181	0.8843	0.8336	0.8982
0.4425	42.0	9618	0.4123	0.8297	0.9644	0.9247	0.0	0.7309	0.8382	0.3647	0.8541	0.8903	0.0	0.8033	0.8985	0.8575	0.9011	0.8411	0.9026	0.8103	0.8795	0.8069	0.8672	0.8325	0.9011
0.4425	43.0	9847	0.3825	0.8389	0.9691	0.9398	0.0	0.7355	0.8473	0.3697	0.8586	0.8978	0.0	0.806	0.9065	0.8608	0.9044	0.8405	0.9065	0.8139	0.8834	0.8374	0.8913	0.8417	0.9033
0.4263	44.0	10076	0.3773	0.8377	0.9684	0.931	0.0	0.7218	0.8459	0.3644	0.856	0.8949	0.0	0.7984	0.9029	0.8612	0.9027	0.8361	0.8981	0.822	0.884	0.8272	0.8877	0.8418	0.9018
0.4263	45.0	10305	0.3904	0.824	0.9688	0.9284	0.0084	0.7317	0.8306	0.3598	0.8491	0.8863	0.0167	0.8004	0.894	0.8516	0.895	0.8268	0.8931	0.8067	0.8747	0.817	0.8841	0.8182	0.8847
0.4204	46.0	10534	0.3656	0.8462	0.974	0.9396	0.0	0.7568	0.8524	0.3682	0.8649	0.9007	0.0	0.8266	0.9073	0.8657	0.9099	0.8506	0.9074	0.8161	0.8809	0.8292	0.8877	0.8694	0.9175
0.4204	47.0	10763	0.3758	0.8349	0.9718	0.9392	0.0	0.7035	0.8459	0.368	0.855	0.8913	0.0	0.7802	0.9019	0.8541	0.8991	0.8451	0.8987	0.8029	0.8726	0.8283	0.886	0.8443	0.9
0.4204	48.0	10992	0.3809	0.8353	0.9678	0.9295	0.0118	0.7351	0.8425	0.3663	0.857	0.893	0.05	0.8026	0.9015	0.8607	0.9038	0.8356	0.8969	0.7936	0.8686	0.8459	0.8983	0.8406	0.8972
0.3935	49.0	11221	0.3698	0.8474	0.9735	0.9409	-1.0	0.7592	0.8521	0.3697	0.8651	0.9015	-1.0	0.8194	0.9087	0.8689	0.9079	0.858	0.9095	0.8152	0.8836	0.8403	0.8993	0.8546	0.9072
0.3935	50.0	11450	0.3514	0.8575	0.9736	0.9426	-1.0	0.7425	0.8654	0.374	0.8699	0.9073	-1.0	0.8195	0.9155	0.8727	0.911	0.8644	0.9151	0.8218	0.8843	0.8571	0.9039	0.8714	0.9225
0.3968	51.0	11679	0.3494	0.8593	0.9771	0.9505	0.0	0.7601	0.8679	0.3719	0.8711	0.9076	0.0	0.8205	0.9161	0.8777	0.914	0.861	0.9132	0.8315	0.8882	0.8538	0.9022	0.8727	0.9202
0.3968	52.0	11908	0.3445	0.8562	0.9765	0.9461	0.0	0.7603	0.8639	0.3721	0.8684	0.9052	0.0	0.8178	0.9136	0.8709	0.9081	0.8565	0.9057	0.8201	0.8807	0.8635	0.9106	0.8698	0.921
0.3821	53.0	12137	0.3250	0.8633	0.9803	0.9565	0.0	0.7553	0.873	0.3764	0.8752	0.9117	0.0	0.8214	0.9208	0.8715	0.9119	0.8656	0.9148	0.8328	0.893	0.8728	0.9166	0.8738	0.9221
0.3821	54.0	12366	0.3107	0.875	0.9819	0.9631	0.5	0.775	0.8823	0.3779	0.8859	0.9192	0.5	0.8342	0.9269	0.884	0.9199	0.8872	0.9289	0.8457	0.8988	0.8765	0.9205	0.8814	0.9279
0.3697	55.0	12595	0.3092	0.8724	0.9804	0.9569	0.0125	0.7686	0.8796	0.3769	0.8803	0.9152	0.05	0.8259	0.923	0.8804	0.9167	0.8782	0.9198	0.8347	0.8895	0.8778	0.9195	0.8907	0.9305
0.3697	56.0	12824	0.3221	0.865	0.9815	0.9558	0.0	0.7603	0.8733	0.3748	0.8764	0.9117	0.0	0.8283	0.9199	0.8776	0.9166	0.8651	0.9133	0.8387	0.8942	0.8605	0.9114	0.883	0.923
0.3658	57.0	13053	0.3189	0.8614	0.9765	0.952	0.0	0.744	0.8687	0.3718	0.8728	0.9055	0.0	0.7956	0.9155	0.883	0.9187	0.8745	0.9148	0.8342	0.8899	0.8478	0.8961	0.8672	0.9077
0.3658	58.0	13282	0.3202	0.8636	0.9787	0.9492	0.0167	0.7338	0.8732	0.3733	0.8727	0.9082	0.0333	0.8006	0.918	0.8787	0.9145	0.8703	0.9139	0.8363	0.8902	0.8577	0.9053	0.8747	0.9173
0.3469	59.0	13511	0.3084	0.8795	0.9815	0.957	0.0	0.7775	0.8865	0.3786	0.8846	0.9188	0.0	0.8365	0.9258	0.8897	0.9219	0.8825	0.9237	0.8477	0.8984	0.8844	0.9217	0.8933	0.928
0.3469	60.0	13740	0.3030	0.8802	0.982	0.9588	0.0269	0.7834	0.8881	0.3799	0.8839	0.9186	0.1333	0.8397	0.926	0.893	0.9249	0.8857	0.9241	0.8494	0.9001	0.8859	0.9195	0.8869	0.9243
0.3469	61.0	13969	0.3030	0.8778	0.983	0.964	0.0071	0.7856	0.8853	0.3808	0.8833	0.9177	0.05	0.8419	0.9246	0.884	0.9182	0.8816	0.9221	0.8455	0.8948	0.8868	0.9239	0.891	0.9298
0.3303	62.0	14198	0.3037	0.8785	0.9819	0.9582	0.0024	0.7757	0.8866	0.3783	0.8847	0.919	0.0333	0.8334	0.9269	0.8897	0.9227	0.8862	0.9257	0.8444	0.8991	0.8717	0.913	0.9007	0.9344
0.3303	63.0	14427	0.2819	0.8859	0.9829	0.9624	0.0	0.7911	0.8923	0.3813	0.8888	0.9229	0.0	0.847	0.9297	0.8949	0.925	0.8976	0.9325	0.8558	0.9084	0.8822	0.9164	0.8988	0.932
0.3278	64.0	14656	0.2771	0.8886	0.9878	0.9668	0.0	0.8116	0.8935	0.3804	0.8916	0.9256	0.0	0.8659	0.9311	0.8912	0.9234	0.8903	0.9275	0.8564	0.9065	0.8982	0.9316	0.9071	0.9388
0.3278	65.0	14885	0.2647	0.8869	0.9805	0.961	0.0	0.7776	0.8956	0.3814	0.8904	0.9236	0.0	0.8299	0.9323	0.8997	0.9306	0.9027	0.9357	0.8565	0.9077	0.8827	0.92	0.8928	0.9242
0.3251	66.0	15114	0.2738	0.8856	0.9815	0.9598	0.0	0.8047	0.893	0.3808	0.8898	0.9219	0.0	0.8593	0.9286	0.9009	0.9303	0.8936	0.9269	0.8504	0.9014	0.8972	0.9314	0.8858	0.9193
0.3251	67.0	15343	0.2822	0.892	0.9846	0.9658	0.0126	0.8003	0.9007	0.3816	0.8941	0.9282	0.0125	0.8611	0.9352	0.8977	0.9294	0.8929	0.9286	0.8681	0.915	0.8899	0.9265	0.9112	0.9417
0.3013	68.0	15572	0.2507	0.8976	0.9867	0.9696	0.0	0.8044	0.9054	0.3832	0.8975	0.9315	0.0	0.857	0.939	0.9076	0.9355	0.9059	0.9371	0.8672	0.9138	0.8885	0.9224	0.9187	0.9487
0.3013	69.0	15801	0.2612	0.893	0.9817	0.9624	0.0	0.7973	0.9006	0.3835	0.8937	0.9269	0.0	0.8556	0.934	0.9004	0.9302	0.9028	0.9359	0.8654	0.9148	0.9026	0.934	0.8935	0.9199
0.304	70.0	16030	0.2574	0.8952	0.9861	0.9674	0.0	0.8081	0.9022	0.3818	0.8942	0.9291	0.0	0.8607	0.9359	0.9026	0.9315	0.9017	0.9339	0.8629	0.91	0.8928	0.9267	0.9159	0.9432
0.304	71.0	16259	0.2560	0.9046	0.9867	0.9742	0.0	0.8298	0.9113	0.3859	0.9039	0.9375	0.0	0.8826	0.943	0.9075	0.9358	0.9111	0.9415	0.881	0.9258	0.9036	0.9376	0.9198	0.9467
0.304	72.0	16488	0.2442	0.903	0.987	0.9698	0.0034	0.8363	0.9081	0.3847	0.9018	0.9352	0.0167	0.8818	0.9404	0.9112	0.9385	0.9058	0.938	0.8752	0.9186	0.9004	0.9335	0.9226	0.9475
0.3017	73.0	16717	0.2676	0.8941	0.9846	0.9587	0.0084	0.8202	0.8994	0.3801	0.8937	0.9293	0.0083	0.87	0.9359	0.9087	0.937	0.8989	0.9333	0.8619	0.9114	0.884	0.9229	0.9169	0.9419
0.3017	74.0	16946	0.2373	0.903	0.9862	0.9702	0.0	0.7937	0.9116	0.3851	0.8997	0.9344	0.0	0.8474	0.9419	0.9126	0.9385	0.9112	0.9396	0.8675	0.9163	0.9068	0.9337	0.917	0.9439
0.2849	75.0	17175	0.2357	0.9066	0.987	0.9718	0.0	0.8228	0.9138	0.388	0.9034	0.9373	0.0	0.8698	0.9439	0.9141	0.9398	0.9108	0.9387	0.8752	0.9183	0.9063	0.9386	0.9265	0.9513
0.2849	76.0	17404	0.2351	0.9061	0.986	0.9681	0.1346	0.8157	0.9135	0.3849	0.9031	0.9369	0.325	0.8683	0.9434	0.91	0.9381	0.9141	0.9436	0.8761	0.9196	0.905	0.9299	0.9252	0.9531
0.2899	77.0	17633	0.2298	0.9137	0.9872	0.9734	0.0	0.8293	0.9202	0.3871	0.9096	0.9434	0.0	0.8766	0.9497	0.9192	0.9454	0.9188	0.9461	0.8862	0.9286	0.9181	0.9422	0.926	0.955
0.2899	78.0	17862	0.2373	0.9104	0.9886	0.9733	0.35	0.8262	0.9174	0.3891	0.9066	0.9403	0.35	0.8769	0.9464	0.9096	0.937	0.9154	0.9429	0.8764	0.9227	0.9166	0.9439	0.9342	0.9552
0.2693	79.0	18091	0.2322	0.9124	0.9879	0.9708	0.0	0.8266	0.9192	0.3883	0.9064	0.9413	0.0	0.8753	0.9479	0.9163	0.9405	0.9172	0.9445	0.872	0.9175	0.9235	0.9467	0.933	0.957
0.2693	80.0	18320	0.2238	0.9089	0.9866	0.9742	0.0	0.8083	0.917	0.3856	0.9059	0.9396	0.0	0.8627	0.947	0.9136	0.9396	0.9164	0.9438	0.8796	0.9245	0.9116	0.9402	0.9232	0.9498
0.2788	81.0	18549	0.2170	0.9152	0.9886	0.972	0.0	0.8325	0.9226	0.3876	0.9096	0.9429	0.0	0.8803	0.9496	0.9193	0.9439	0.9149	0.9416	0.8833	0.9238	0.9195	0.9448	0.9388	0.9605
0.2788	82.0	18778	0.2155	0.9176	0.989	0.9729	0.015	0.8253	0.9246	0.3904	0.9117	0.9457	0.0444	0.8758	0.9526	0.9229	0.9477	0.9203	0.9455	0.8828	0.9266	0.9315	0.953	0.9304	0.9554
0.2722	83.0	19007	0.2300	0.9146	0.9869	0.9712	0.0833	0.8085	0.9234	0.39	0.9095	0.9426	0.1667	0.8611	0.9506	0.9219	0.9469	0.9209	0.9486	0.8859	0.925	0.9125	0.9414	0.9317	0.951
0.2722	84.0	19236	0.2123	0.9149	0.9883	0.9744	0.0	0.8187	0.9234	0.3888	0.9085	0.9431	0.0	0.8665	0.9504	0.9188	0.9437	0.9197	0.9461	0.8905	0.9296	0.9228	0.9482	0.9228	0.9482
0.2722	85.0	19465	0.2406	0.9132	0.9883	0.9684	0.0	0.8322	0.9192	0.3888	0.9084	0.9419	0.0	0.8782	0.9479	0.9134	0.9384	0.9185	0.9455	0.8773	0.9221	0.9225	0.9473	0.9343	0.9562
0.2645	86.0	19694	0.2162	0.9146	0.9872	0.9708	0.0	0.8075	0.9233	0.3889	0.9099	0.9428	0.0	0.8611	0.9508	0.9178	0.9423	0.9216	0.9457	0.8741	0.9202	0.9291	0.9531	0.9305	0.9525
0.2645	87.0	19923	0.2313	0.9084	0.9867	0.9664	0.021	0.8051	0.9165	0.3869	0.9034	0.9375	0.0208	0.8589	0.9457	0.9137	0.9389	0.9103	0.9395	0.8742	0.9172	0.9104	0.9367	0.9335	0.9551
0.2632	88.0	20152	0.2140	0.9193	0.9901	0.9727	0.0	0.816	0.9281	0.3899	0.9123	0.9467	0.0	0.8733	0.9544	0.9199	0.9447	0.9223	0.9469	0.8829	0.9278	0.9297	0.9547	0.9416	0.9594
0.2632	89.0	20381	0.2108	0.9206	0.9908	0.976	0.0063	0.8369	0.9282	0.391	0.9129	0.947	0.05	0.8829	0.9536	0.9238	0.9483	0.9253	0.9497	0.8896	0.9292	0.9271	0.9495	0.937	0.9586
0.2558	90.0	20610	0.2074	0.9226	0.9892	0.9725	0.0	0.8464	0.928	0.3893	0.9148	0.9487	0.0	0.891	0.9539	0.9259	0.949	0.925	0.9484	0.8913	0.9325	0.9404	0.961	0.9306	0.9526
0.2558	91.0	20839	0.2065	0.9177	0.9878	0.9746	0.0	0.8105	0.9259	0.3885	0.9111	0.9445	0.0	0.8607	0.9517	0.9222	0.9467	0.9217	0.9486	0.8915	0.9302	0.9299	0.9499	0.9234	0.9473
0.265	92.0	21068	0.2300	0.9179	0.9868	0.9712	0.0097	0.8343	0.9248	0.389	0.9108	0.9445	0.0188	0.8792	0.9513	0.9164	0.9403	0.9173	0.9422	0.8884	0.9269	0.9373	0.9595	0.9301	0.9537
0.265	93.0	21297	0.2123	0.917	0.9855	0.971	0.0	0.8412	0.923	0.3896	0.9118	0.9435	0.0	0.8862	0.949	0.9235	0.9473	0.925	0.9516	0.8916	0.9309	0.9297	0.9518	0.9151	0.936
0.2552	94.0	21526	0.2158	0.9163	0.9871	0.9692	0.025	0.8201	0.9236	0.3899	0.9089	0.9439	0.1	0.873	0.9505	0.9188	0.9427	0.9236	0.9469	0.8851	0.9264	0.9271	0.9531	0.9271	0.9506
0.2552	95.0	21755	0.2067	0.9214	0.988	0.9719	0.0	0.8358	0.9286	0.39	0.9138	0.9476	0.0	0.8828	0.9537	0.9278	0.9507	0.9285	0.9518	0.8957	0.9347	0.9325	0.9538	0.9228	0.9471
0.2552	96.0	21984	0.2016	0.9214	0.9878	0.975	0.0	0.8237	0.9293	0.3906	0.9143	0.9484	0.0	0.8765	0.9548	0.926	0.9492	0.9283	0.9538	0.8922	0.9316	0.9259	0.9513	0.9345	0.9559
0.2594	97.0	22213	0.2237	0.9166	0.9877	0.972	0.0333	0.83	0.9224	0.3894	0.9092	0.9447	0.2	0.8798	0.9506	0.9183	0.9446	0.9215	0.9472	0.8878	0.9291	0.9204	0.9484	0.9348	0.9545
0.2594	98.0	22442	0.2155	0.9158	0.9867	0.9685	0.0	0.8188	0.9233	0.3865	0.9102	0.9434	0.0	0.8684	0.9503	0.9268	0.9478	0.9204	0.9479	0.885	0.9271	0.9187	0.9419	0.928	0.9523
0.2586	99.0	22671	0.2212	0.918	0.9888	0.9709	0.0333	0.833	0.9245	0.39	0.9105	0.9444	0.1	0.8802	0.9506	0.9185	0.9424	0.927	0.9502	0.8793	0.9223	0.9301	0.9513	0.9351	0.9558
0.2586	100.0	22900	0.2233	0.9186	0.9888	0.9702	0.0168	0.8326	0.9267	0.39	0.9118	0.9461	0.0167	0.883	0.953	0.9208	0.9447	0.9227	0.9476	0.8797	0.9232	0.93	0.9552	0.94	0.9599

Framework versions

Transformers 4.42.3
Pytorch 2.3.1+cu121
Datasets 2.20.0
Tokenizers 0.19.1

machinelearningzuu/vehicle_detection

vehicle_detection

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

machinelearningzuu/
vehicle_detection