mobilenetv2-typecoffee-4

Master-Rapha7/mobilenetv2-typecoffee-4

mobilenetv2-typecoffee-4 is a image classification model from Master-Rapha7. Use it when you need a label for an image. It is set up for transformers. The card lists the license as other.

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At a glance

Task: Image Classification
Library: transformers
License: other
Model type: mobilenet_v2
Access: Public
Created: Mar 7, 2025
Updated: Mar 7, 2025
SHA: 3b2ad6af

Base models

google/mobilenet_v2_1.0_224

Model card

From the Hugging Face model README

mobilenetv2-typecoffee-4

This model is a fine-tuned version of google/mobilenet_v2_1.0_224 on the Master-Rapha7/TypeCoffee_64x64 dataset. It achieves the following results on the evaluation set:

Loss: 0.5280
Accuracy: 0.8581
Precision: 0.8602
Recall: 0.8599
F1: 0.8583
Precision Durariadorio 64x64: 0.7963
Recall Durariadorio 64x64: 0.8958
F1 Durariadorio 64x64: 0.8431
Precision Mole 64x64: 0.9385
Recall Mole 64x64: 0.8472
F1 Mole 64x64: 0.8905
Precision Quebrado 64x64: 0.8671
Recall Quebrado 64x64: 0.8611
F1 Quebrado 64x64: 0.8641
Precision Riadorio 64x64: 0.8029
Recall Riadorio 64x64: 0.7237
F1 Riadorio 64x64: 0.7612
Precision Riofechado 64x64: 0.8961
Recall Riofechado 64x64: 0.9718
F1 Riofechado 64x64: 0.9324

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: 16
eval_batch_size: 16
seed: 42
optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 150.0

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	Precision	Recall	F1	Precision Durariadorio 64x64	Recall Durariadorio 64x64	F1 Durariadorio 64x64	Precision Mole 64x64	Recall Mole 64x64	F1 Mole 64x64	Precision Quebrado 64x64	Recall Quebrado 64x64	F1 Quebrado 64x64	Precision Riadorio 64x64	Recall Riadorio 64x64	F1 Riadorio 64x64	Precision Riofechado 64x64	Recall Riofechado 64x64	F1 Riofechado 64x64
1.1481	1.0	364	1.3938	0.3609	0.4758	0.3633	0.3250	0.3093	0.2083	0.2490	0.2604	0.8264	0.3960	0.7391	0.5903	0.6564	0.3429	0.0789	0.1283	0.7273	0.1127	0.1951
1.0723	2.0	728	1.1584	0.5399	0.6226	0.5421	0.5264	0.4620	0.5486	0.5016	0.6638	0.5347	0.5923	0.9070	0.2708	0.4171	0.6321	0.4408	0.5194	0.4483	0.9155	0.6019
0.7898	3.0	1092	0.6299	0.7741	0.8007	0.7769	0.7725	0.5853	0.8819	0.7036	0.88	0.6111	0.7213	0.8314	0.9931	0.9051	0.7615	0.5461	0.6360	0.9453	0.8521	0.8963
0.7548	4.0	1456	0.5709	0.8003	0.8014	0.8040	0.7931	0.7044	0.7778	0.7393	0.7815	0.8194	0.8	0.8402	0.9861	0.9073	0.8172	0.5	0.6204	0.8636	0.9366	0.8986
0.9531	5.0	1820	2.1597	0.4559	0.5832	0.4511	0.4305	0.5	0.3819	0.4331	0.4241	0.5625	0.4836	0.9667	0.2014	0.3333	0.3810	0.8421	0.5246	0.6441	0.2676	0.3781
0.5557	6.0	2184	0.7730	0.7052	0.7442	0.7074	0.6834	0.9130	0.2917	0.4421	0.5650	0.875	0.6866	0.7598	0.9444	0.8421	0.6829	0.5526	0.6109	0.8	0.8732	0.8350
0.6538	7.0	2548	1.9892	0.4408	0.6329	0.4432	0.3945	0.3541	0.9097	0.5097	0.4204	0.6597	0.5135	1.0	0.0972	0.1772	0.7143	0.1974	0.3093	0.6757	0.3521	0.4630
0.6547	8.0	2912	0.8791	0.7534	0.7689	0.7552	0.7392	0.8116	0.3889	0.5258	0.8686	0.8264	0.8470	0.8103	0.9792	0.8868	0.7206	0.6447	0.6806	0.6333	0.9366	0.7557
0.6081	9.0	3276	0.9145	0.7204	0.7610	0.7211	0.7197	0.8	0.5	0.6154	0.9160	0.7569	0.8289	0.5902	1.0	0.7423	0.6149	0.6513	0.6326	0.8839	0.6972	0.7795
0.4939	10.0	3640	1.0787	0.6763	0.7720	0.6816	0.6545	0.9344	0.3958	0.5561	0.4764	0.9792	0.6409	0.8889	0.7778	0.8296	0.84	0.2763	0.4158	0.7202	0.9789	0.8299
0.5342	11.0	4004	1.0320	0.7052	0.7919	0.7079	0.6955	0.4844	0.9722	0.6467	0.9423	0.3403	0.5	0.8777	0.8472	0.8622	0.8652	0.5066	0.6390	0.7898	0.8732	0.8294
0.4245	12.0	4368	1.6048	0.6391	0.7139	0.6422	0.6172	0.8125	0.2708	0.4062	0.8763	0.5903	0.7054	0.675	0.9375	0.7849	0.7283	0.4408	0.5492	0.4775	0.9718	0.6404
0.47	13.0	4732	1.3465	0.6570	0.7300	0.6616	0.6355	0.5789	0.7639	0.6587	0.9636	0.3681	0.5327	0.8165	0.8958	0.8543	0.7656	0.3224	0.4537	0.5251	0.9577	0.6783
0.3446	14.0	5096	1.4362	0.6116	0.7217	0.6087	0.6093	0.8315	0.5139	0.6352	0.8333	0.7292	0.7778	0.9574	0.3125	0.4712	0.4328	0.8684	0.5777	0.5535	0.6197	0.5847
0.5964	15.0	5460	0.7144	0.7617	0.7975	0.7626	0.7612	0.6280	0.9028	0.7407	0.7065	0.9028	0.7927	0.8810	0.7708	0.8222	0.7951	0.6382	0.7080	0.9770	0.5986	0.7424
0.4593	16.0	5824	0.8750	0.7672	0.7855	0.7698	0.7641	0.8584	0.6736	0.7549	0.7665	0.8889	0.8232	0.8168	0.7431	0.7782	0.8318	0.5855	0.6873	0.6538	0.9577	0.7771
0.4267	17.0	6188	0.7799	0.7534	0.8171	0.7525	0.7514	0.9275	0.4444	0.6009	0.9902	0.7014	0.8211	0.7114	0.9931	0.8290	0.5541	0.8421	0.6684	0.9024	0.7817	0.8377
0.5223	18.0	6552	0.7103	0.7810	0.7983	0.7814	0.7848	0.7671	0.7778	0.7724	0.8704	0.6528	0.7460	0.8741	0.8681	0.8711	0.6042	0.7632	0.6744	0.8759	0.8451	0.8602
0.4332	19.0	6916	0.8565	0.7879	0.7985	0.7891	0.7781	0.8947	0.4722	0.6182	0.7593	0.8542	0.8039	0.8528	0.9653	0.9055	0.7032	0.7171	0.7101	0.7824	0.9366	0.8526
0.5014	20.0	7280	0.8282	0.7810	0.8140	0.7822	0.7774	0.6895	0.9097	0.7844	1.0	0.5625	0.72	0.8852	0.75	0.8120	0.7842	0.7171	0.7491	0.7113	0.9718	0.8214
0.3175	21.0	7644	2.0891	0.6019	0.7480	0.6007	0.5468	0.9048	0.1319	0.2303	0.9697	0.2222	0.3616	0.5275	1.0	0.6906	0.4595	0.7829	0.5791	0.8786	0.8662	0.8723
0.386	22.0	8008	2.6377	0.4725	0.7236	0.4744	0.4505	0.8889	0.1667	0.2807	0.8087	0.6458	0.7181	0.88	0.1528	0.2604	0.7442	0.4211	0.5378	0.2960	0.9859	0.4553
0.3569	23.0	8372	1.2083	0.7438	0.8051	0.7432	0.7255	0.9487	0.2569	0.4044	0.75	0.8542	0.7987	0.8712	0.9861	0.9251	0.5210	0.8158	0.6359	0.9344	0.8028	0.8636
0.4323	24.0	8736	0.6160	0.8347	0.8466	0.8363	0.8360	0.9153	0.75	0.8244	0.7297	0.9375	0.8207	0.8654	0.9375	0.9	0.7465	0.6974	0.7211	0.976	0.8592	0.9139
0.4918	25.0	9100	2.0400	0.6763	0.7469	0.6786	0.6300	0.9444	0.1181	0.2099	0.6755	0.8819	0.7651	0.8377	0.8958	0.8658	0.7455	0.5395	0.6260	0.5312	0.9577	0.6834
0.4046	26.0	9464	1.0405	0.7493	0.8171	0.7485	0.7405	0.7727	0.7083	0.7391	1.0	0.3333	0.5	0.8571	0.9167	0.8859	0.5198	0.8618	0.6485	0.9357	0.9225	0.9291
0.3128	27.0	9828	1.1911	0.7410	0.7797	0.7414	0.7333	0.9180	0.3889	0.5463	0.8074	0.7569	0.7814	0.8865	0.8681	0.8772	0.5556	0.7566	0.6407	0.7308	0.9366	0.8210
0.2976	28.0	10192	1.6928	0.6694	0.7389	0.6709	0.6448	0.9655	0.1944	0.3237	0.5631	0.8056	0.6629	0.7527	0.9722	0.8485	0.4780	0.5724	0.5210	0.9350	0.8099	0.8679
0.3439	29.0	10556	1.2054	0.7328	0.7920	0.7337	0.7183	0.9583	0.3194	0.4792	0.8497	0.9028	0.8754	0.88	0.7639	0.8178	0.72	0.7105	0.7152	0.552	0.9718	0.7041
0.2825	30.0	10920	0.7000	0.8209	0.8385	0.8220	0.8169	0.9659	0.5903	0.7328	0.7514	0.9236	0.8287	0.7901	0.9931	0.88	0.7671	0.7368	0.7517	0.9179	0.8662	0.8913
0.368	31.0	11284	1.3418	0.6791	0.7540	0.6799	0.6625	0.5847	0.7431	0.6544	1.0	0.2847	0.4432	0.9279	0.7153	0.8078	0.6732	0.6776	0.6754	0.5840	0.9789	0.7316
0.3205	32.0	11648	0.6867	0.8099	0.8408	0.8110	0.8065	0.6377	0.9167	0.7521	0.8590	0.9306	0.8933	0.8528	0.9653	0.9055	0.8547	0.6579	0.7435	1.0	0.5845	0.7378
0.308	33.0	12012	2.3068	0.6488	0.7220	0.6487	0.6079	0.7053	0.4653	0.5607	1.0	0.1597	0.2754	0.7391	0.9444	0.8293	0.4955	0.7303	0.5904	0.67	0.9437	0.7836
0.4305	34.0	12376	0.5981	0.8209	0.8234	0.8246	0.8158	0.8333	0.8681	0.8503	0.7326	0.9514	0.8278	0.8639	0.8819	0.8729	0.7723	0.5132	0.6166	0.9149	0.9085	0.9117
0.326	35.0	12740	2.0705	0.5937	0.7128	0.5948	0.5693	0.4230	0.8958	0.5746	0.6044	0.9444	0.7371	0.8378	0.2153	0.3425	0.8434	0.4605	0.5957	0.8553	0.4577	0.5963
0.247	36.0	13104	1.2846	0.7066	0.7747	0.7047	0.7113	0.7516	0.8194	0.7841	0.8188	0.7847	0.8014	0.8721	0.5208	0.6522	0.4904	0.8421	0.6199	0.9405	0.5563	0.6991
0.2769	37.0	13468	1.9667	0.6143	0.6984	0.6169	0.6059	0.7358	0.5417	0.624	0.4434	0.9792	0.6104	0.8413	0.3681	0.5121	0.7619	0.4211	0.5424	0.7097	0.7746	0.7407
0.2787	38.0	13832	0.6121	0.8361	0.8412	0.8377	0.8361	0.7771	0.8472	0.8106	0.9237	0.8403	0.88	0.8671	0.8611	0.8641	0.8571	0.7105	0.7770	0.7811	0.9296	0.8489
0.2929	39.0	14196	0.9656	0.7245	0.8110	0.7252	0.7242	0.9333	0.3889	0.5490	0.9516	0.8194	0.8806	0.9167	0.6875	0.7857	0.7603	0.7303	0.7450	0.4931	1.0	0.6605
0.2187	40.0	14560	1.1442	0.7190	0.7916	0.7177	0.7162	0.8142	0.6389	0.7160	1.0	0.4375	0.6087	0.6814	0.9653	0.7989	0.5359	0.8355	0.6530	0.9266	0.7113	0.8048
0.333	41.0	14924	1.3527	0.6639	0.7567	0.6622	0.6582	0.7623	0.6458	0.6992	1.0	0.375	0.5455	0.8876	0.5486	0.6781	0.4944	0.8684	0.6301	0.6392	0.8732	0.7381
0.2879	42.0	15288	0.5472	0.8581	0.8593	0.8596	0.8591	0.8944	0.8819	0.8881	0.9353	0.9028	0.9187	0.8414	0.8472	0.8443	0.7635	0.7434	0.7533	0.8618	0.9225	0.8912
0.3225	43.0	15652	3.7992	0.4229	0.6611	0.4168	0.4050	0.4272	0.3056	0.3563	0.8111	0.5069	0.6239	0.8684	0.2292	0.3626	0.2896	0.9013	0.4384	0.9091	0.1408	0.2439
0.3459	44.0	16016	3.1857	0.6350	0.7444	0.6340	0.6105	0.9643	0.1875	0.3140	0.8455	0.6458	0.7323	0.8660	0.5833	0.6971	0.5169	0.8026	0.6289	0.5294	0.9507	0.6801
0.4206	45.0	16380	1.3051	0.7218	0.7783	0.7231	0.7049	0.9783	0.3125	0.4737	0.86	0.8958	0.8776	0.7551	0.7708	0.7629	0.7372	0.6645	0.6990	0.5610	0.9718	0.7113
0.3223	46.0	16744	1.1472	0.7355	0.7930	0.7335	0.7201	0.7342	0.8056	0.7682	0.9209	0.8889	0.9046	0.7561	0.8611	0.8052	0.5541	0.8092	0.6578	1.0	0.3028	0.4649
0.3565	47.0	17108	0.9661	0.7782	0.8263	0.7774	0.7787	0.9351	0.5	0.6516	0.76	0.9236	0.8339	0.8690	0.875	0.8720	0.5766	0.8421	0.6845	0.9907	0.7465	0.8514
0.1936	48.0	17472	0.6488	0.8306	0.8447	0.8316	0.8283	0.7616	0.9097	0.8291	0.9792	0.6528	0.7833	0.7919	0.9514	0.8644	0.8394	0.7566	0.7958	0.8514	0.8873	0.8690
0.3125	49.0	17836	4.5120	0.4738	0.7968	0.4693	0.4270	1.0	0.0556	0.1053	1.0	0.0694	0.1299	0.84	0.5833	0.6885	0.2907	0.9408	0.4441	0.8534	0.6972	0.7674
0.286	50.0	18200	1.1066	0.7631	0.7712	0.7643	0.7537	0.7952	0.4583	0.5815	0.8872	0.8194	0.8520	0.7254	0.9722	0.8309	0.6980	0.6842	0.6910	0.75	0.8873	0.8129
0.3194	51.0	18564	1.5146	0.6543	0.7627	0.6513	0.6395	0.9825	0.3889	0.5572	0.7937	0.8819	0.8355	0.6270	0.8056	0.7052	0.4689	0.8421	0.6024	0.9412	0.3380	0.4974
0.2739	52.0	18928	1.0688	0.7452	0.8069	0.7468	0.7521	0.8534	0.6875	0.7615	0.9512	0.8125	0.8764	0.8866	0.5972	0.7137	0.8264	0.6579	0.7326	0.5167	0.9789	0.6764
0.2115	53.0	19292	0.9830	0.7837	0.8130	0.7836	0.7858	0.7628	0.8264	0.7933	0.9780	0.6181	0.7574	0.8780	0.75	0.8090	0.6269	0.8289	0.7139	0.8194	0.8944	0.8552
0.1773	54.0	19656	1.1812	0.7287	0.8288	0.7274	0.7351	0.9091	0.625	0.7407	1.0	0.4236	0.5951	0.8730	0.7639	0.8148	0.4642	0.8947	0.6112	0.8980	0.9296	0.9135
0.4166	55.0	20020	0.7748	0.7851	0.8210	0.7854	0.7897	0.7059	0.8333	0.7643	0.9770	0.5903	0.7359	0.85	0.8264	0.8380	0.6030	0.7895	0.6838	0.9692	0.8873	0.9265
0.2494	56.0	20384	0.8547	0.7782	0.8037	0.7787	0.7789	0.7917	0.7917	0.7917	0.9787	0.6389	0.7731	0.8512	0.7153	0.7774	0.6398	0.7829	0.7041	0.7569	0.9648	0.8483
0.2968	57.0	20748	0.7095	0.7810	0.8145	0.7859	0.7709	0.6422	0.9722	0.7735	0.9908	0.75	0.8538	0.7037	0.9236	0.7988	0.8143	0.375	0.5135	0.9214	0.9085	0.9149
0.2671	58.0	21112	1.2633	0.7466	0.8275	0.7452	0.7637	0.9263	0.6111	0.7364	0.9661	0.7917	0.8702	0.8333	0.7292	0.7778	0.4746	0.8618	0.6121	0.9369	0.7324	0.8221
0.1583	59.0	21476	0.9247	0.7879	0.8116	0.7890	0.7865	0.7891	0.7014	0.7426	0.9892	0.6389	0.7764	0.8497	0.9028	0.8754	0.7603	0.7303	0.7450	0.6699	0.9718	0.7931
0.5213	60.0	21840	2.4814	0.6088	0.7614	0.6051	0.6010	0.5336	0.8264	0.6485	0.9647	0.5694	0.7162	0.8675	0.5	0.6344	0.4411	0.8618	0.5835	1.0	0.2676	0.4222
0.3362	61.0	22204	0.9654	0.7810	0.8263	0.7810	0.7841	0.9438	0.5833	0.7210	0.9903	0.7083	0.8259	0.6717	0.9236	0.7778	0.6193	0.8026	0.6991	0.9065	0.8873	0.8968
0.3507	62.0	22568	2.6933	0.6074	0.8067	0.6041	0.6323	0.9677	0.4167	0.5825	0.9577	0.4722	0.6326	0.8496	0.6667	0.7471	0.3495	0.9013	0.5037	0.9091	0.5634	0.6957
0.2981	63.0	22932	0.5280	0.8581	0.8602	0.8599	0.8583	0.7963	0.8958	0.8431	0.9385	0.8472	0.8905	0.8671	0.8611	0.8641	0.8029	0.7237	0.7612	0.8961	0.9718	0.9324
0.1905	64.0	23296	1.9495	0.6212	0.7104	0.6198	0.6317	0.8986	0.4306	0.5822	0.7397	0.75	0.7448	0.75	0.5208	0.6148	0.3925	0.7566	0.5169	0.7712	0.6408	0.7
0.3515	65.0	23660	1.3202	0.7066	0.7771	0.7053	0.7020	0.8971	0.4236	0.5755	0.5947	0.9375	0.7278	0.8321	0.7917	0.8114	0.5735	0.7961	0.6667	0.9880	0.5775	0.7289
0.2444	66.0	24024	9.7033	0.3595	0.5270	0.3560	0.2437	0.0	0.0	0.0	1.0	0.0069	0.0138	0.9524	0.1389	0.2424	0.3538	0.7961	0.4899	0.3287	0.8380	0.4722
0.284	67.0	24388	0.5948	0.7810	0.8167	0.7803	0.7881	0.8158	0.8611	0.8378	0.9727	0.7431	0.8425	0.7540	0.6597	0.7037	0.5837	0.8487	0.6917	0.9573	0.7887	0.8649
0.2848	68.0	24752	1.3576	0.7727	0.8217	0.7738	0.7511	1.0	0.2847	0.4432	0.6635	0.9722	0.7887	0.8718	0.9444	0.9067	0.6158	0.7171	0.6626	0.9574	0.9507	0.9541
0.2382	69.0	25116	0.5605	0.8485	0.8468	0.8510	0.8469	0.8630	0.875	0.8690	0.8344	0.9444	0.8860	0.8503	0.8681	0.8591	0.776	0.6382	0.7004	0.9103	0.9296	0.9199
0.3392	70.0	25480	3.4095	0.6074	0.7559	0.6055	0.5693	0.8056	0.2014	0.3222	1.0	0.1875	0.3158	0.7836	0.9306	0.8508	0.3772	0.8487	0.5223	0.8133	0.8592	0.8356
0.2065	71.0	25844	0.6199	0.8264	0.8513	0.8261	0.8323	0.8247	0.8819	0.8523	0.9767	0.875	0.9231	0.8333	0.7639	0.7971	0.64	0.8421	0.7273	0.9820	0.7676	0.8617
0.2027	72.0	26208	2.3450	0.6116	0.7172	0.6119	0.5953	0.8125	0.4514	0.5804	0.7862	0.7917	0.7889	0.9730	0.25	0.3978	0.5650	0.6579	0.6079	0.4495	0.9085	0.6014
0.2532	73.0	26572	1.3719	0.7452	0.8450	0.7441	0.7545	0.9651	0.5764	0.7217	0.9857	0.4792	0.6449	0.8844	0.9028	0.8935	0.4634	0.875	0.6059	0.9265	0.8873	0.9065
0.1423	74.0	26936	1.2969	0.7342	0.8113	0.7327	0.7463	0.8810	0.5139	0.6491	0.9	0.8125	0.8540	0.8519	0.7986	0.8244	0.4727	0.8553	0.6089	0.9510	0.6831	0.7951
0.1761	75.0	27300	0.5368	0.8623	0.8682	0.8634	0.8632	0.9492	0.7778	0.8550	0.9	0.9375	0.9184	0.8	0.9167	0.8544	0.7697	0.7697	0.7697	0.9220	0.9155	0.9187
0.3582	76.0	27664	1.1069	0.7796	0.8323	0.7791	0.7814	0.8812	0.6181	0.7265	1.0	0.5625	0.72	0.8649	0.8889	0.8767	0.5546	0.8684	0.6769	0.8608	0.9577	0.9067
0.1635	77.0	28028	0.9810	0.7934	0.8106	0.7980	0.7840	0.7647	0.8125	0.7879	0.6605	0.9861	0.7911	0.8516	0.9167	0.8829	0.7922	0.4013	0.5328	0.9841	0.8732	0.9254
0.2325	78.0	28392	1.0597	0.7879	0.8341	0.7873	0.7961	0.9394	0.6458	0.7654	0.9652	0.7708	0.8571	0.8605	0.7708	0.8132	0.5598	0.8618	0.6788	0.8456	0.8873	0.8660
0.2405	79.0	28756	2.0543	0.6653	0.7992	0.6629	0.6757	0.9273	0.3542	0.5126	0.8521	0.8403	0.8462	0.8443	0.7153	0.7744	0.3976	0.8553	0.5428	0.975	0.5493	0.7027
0.4338	80.0	29120	1.6266	0.7121	0.7562	0.7119	0.6903	0.7536	0.3611	0.4883	1.0	0.4653	0.6351	0.7448	0.9931	0.8512	0.5941	0.7895	0.6780	0.6888	0.9507	0.7988
0.189	81.0	29484	0.9406	0.7879	0.8029	0.7923	0.7809	0.6347	0.9653	0.7658	0.8667	0.8125	0.8387	0.8571	0.8333	0.8451	0.7647	0.4276	0.5485	0.8912	0.9225	0.9066
0.275	82.0	29848	0.8044	0.7810	0.8149	0.7814	0.7838	0.9255	0.6042	0.7311	0.6650	0.9514	0.7829	0.8473	0.7708	0.8073	0.6534	0.7566	0.7012	0.9832	0.8239	0.8966
0.2297	83.0	30212	5.9964	0.5289	0.6712	0.5279	0.4845	0.9333	0.0972	0.1761	0.8364	0.3194	0.4623	0.5954	0.5417	0.5673	0.5904	0.7303	0.6529	0.4006	0.9507	0.5637
0.1263	84.0	30576	1.2614	0.7493	0.7718	0.7511	0.7400	0.8784	0.4514	0.5963	0.7778	0.9236	0.8444	0.8571	0.7917	0.8231	0.7029	0.6382	0.6690	0.6429	0.9507	0.7670
0.2283	85.0	30940	0.7674	0.8030	0.8427	0.8027	0.8098	0.9706	0.6875	0.8049	0.9104	0.8472	0.8777	0.7471	0.9028	0.8176	0.6039	0.8224	0.6964	0.9817	0.7535	0.8526
0.1926	86.0	31304	1.0907	0.7837	0.8336	0.7875	0.7812	0.5703	0.9861	0.7226	0.9891	0.6319	0.7712	0.8618	0.9097	0.8851	0.8488	0.4803	0.6134	0.8980	0.9296	0.9135
0.2539	87.0	31668	1.1948	0.7782	0.8173	0.7782	0.7832	0.9091	0.5556	0.6897	0.9147	0.8194	0.8645	0.8582	0.7986	0.8273	0.5511	0.8158	0.6578	0.8533	0.9014	0.8767
0.2203	88.0	32032	0.9832	0.7645	0.7998	0.7644	0.7664	0.6667	0.9306	0.7768	0.9355	0.8056	0.8657	0.7655	0.7708	0.7682	0.6433	0.7237	0.6811	0.9882	0.5915	0.7401
0.2361	89.0	32396	4.8401	0.4711	0.7411	0.4656	0.4000	1.0	0.1181	0.2112	0.9455	0.3611	0.5226	0.5625	0.9375	0.7031	0.3227	0.8618	0.4695	0.875	0.0493	0.0933
0.2091	90.0	32760	1.1061	0.7479	0.8401	0.7469	0.7662	0.9877	0.5556	0.7111	0.9091	0.7639	0.8302	0.8605	0.7708	0.8132	0.4607	0.8487	0.5972	0.9826	0.7958	0.8794
0.2262	91.0	33124	0.9346	0.7769	0.8112	0.7790	0.7742	0.9451	0.5972	0.7319	0.8144	0.9444	0.8746	0.8537	0.7292	0.7865	0.8291	0.6382	0.7212	0.6140	0.9859	0.7568
0.1587	92.0	33488	0.5911	0.8747	0.8747	0.8769	0.8738	0.9214	0.8958	0.9085	0.8476	0.9653	0.9026	0.8553	0.9028	0.8784	0.8125	0.6842	0.7429	0.9366	0.9366	0.9366
0.1668	93.0	33852	1.6945	0.6584	0.7523	0.6569	0.6586	0.4872	0.9236	0.6379	0.8230	0.6458	0.7237	0.8710	0.5625	0.6835	0.5968	0.7303	0.6568	0.9836	0.4225	0.5911
0.1473	94.0	34216	1.6512	0.6832	0.8307	0.6804	0.6985	0.9620	0.5278	0.6816	0.9792	0.6528	0.7833	0.8038	0.8819	0.8411	0.4085	0.8816	0.5583	1.0	0.4577	0.6280
0.2726	95.0	34580	1.9192	0.6143	0.8272	0.6106	0.6425	0.9545	0.4375	0.6	0.9789	0.6458	0.7782	0.8558	0.6181	0.7177	0.3467	0.9079	0.5018	1.0	0.4437	0.6146
0.2871	96.0	34944	1.9940	0.6570	0.7514	0.6566	0.6525	0.4792	0.9583	0.6389	0.95	0.3958	0.5588	0.9103	0.4931	0.6396	0.6545	0.7105	0.6814	0.7630	0.7254	0.7437
0.2305	97.0	35308	1.3152	0.7080	0.8119	0.7063	0.7285	0.9457	0.6042	0.7373	0.8992	0.8056	0.8498	0.7949	0.6458	0.7126	0.4310	0.8421	0.5702	0.9890	0.6338	0.7725
0.2465	98.0	35672	1.1943	0.7672	0.8213	0.7656	0.7637	0.9333	0.6806	0.7871	0.8654	0.9375	0.9	0.7288	0.8958	0.8037	0.5792	0.8421	0.6863	1.0	0.4718	0.6411
0.1739	99.0	36036	0.8183	0.8264	0.8244	0.8286	0.8254	0.8369	0.8194	0.8281	0.8693	0.9236	0.8956	0.84	0.875	0.8571	0.7424	0.6447	0.6901	0.8333	0.8803	0.8562
0.1917	100.0	36400	2.1049	0.6901	0.7855	0.6890	0.6700	1.0	0.3403	0.5078	0.9844	0.4375	0.6058	0.6484	0.9861	0.7824	0.5385	0.8289	0.6528	0.7562	0.8521	0.8013
0.1258	101.0	36764	0.9476	0.8264	0.8401	0.8275	0.8227	0.8788	0.6042	0.7160	0.9669	0.8125	0.8830	0.8313	0.9583	0.8903	0.7852	0.7697	0.7774	0.7382	0.9930	0.8468
0.3102	102.0	37128	2.2261	0.6474	0.7617	0.6454	0.6117	1.0	0.3611	0.5306	0.6832	0.9583	0.7977	0.6296	0.9444	0.7556	0.4955	0.7237	0.5882	1.0	0.2394	0.3864
0.2339	103.0	37492	4.9547	0.4394	0.7228	0.4347	0.4335	0.8824	0.2083	0.3371	0.9	0.25	0.3913	0.8605	0.2569	0.3957	0.2753	0.8947	0.4211	0.6957	0.5634	0.6226
0.1609	104.0	37856	1.2982	0.7700	0.8024	0.7717	0.7664	0.975	0.5417	0.6964	0.8199	0.9167	0.8656	0.8538	0.7708	0.8102	0.7319	0.6645	0.6966	0.6313	0.9648	0.7632
0.2037	105.0	38220	1.7334	0.6736	0.8253	0.6716	0.6974	0.9853	0.4653	0.6321	0.9176	0.5417	0.6812	0.8534	0.6875	0.7615	0.3878	0.875	0.5374	0.9825	0.7887	0.875
0.1627	106.0	38584	1.2770	0.7906	0.8201	0.7921	0.7798	1.0	0.4583	0.6286	0.8471	0.9236	0.8837	0.7888	0.8819	0.8328	0.7714	0.7105	0.7397	0.6931	0.9859	0.8140
0.1985	107.0	38948	0.7336	0.8223	0.8381	0.8222	0.8258	0.8551	0.8194	0.8369	0.9044	0.8542	0.8786	0.8038	0.8819	0.8411	0.6721	0.8092	0.7343	0.9550	0.7465	0.8379
0.2462	108.0	39312	0.6392	0.8554	0.8583	0.8581	0.8530	0.8198	0.9792	0.8924	0.9603	0.8403	0.8963	0.8723	0.8542	0.8632	0.8017	0.6382	0.7106	0.8373	0.9789	0.9026
0.165	109.0	39676	4.0560	0.6377	0.7508	0.6394	0.6200	0.7683	0.4375	0.5575	1.0	0.2639	0.4176	0.8481	0.9306	0.8874	0.704	0.5789	0.6354	0.4334	0.9859	0.6022
0.2116	110.0	40040	3.4035	0.5909	0.7279	0.5878	0.5355	1.0	0.1597	0.2754	0.6885	0.875	0.7706	0.6	0.9167	0.7253	0.4419	0.7763	0.5632	0.9091	0.2113	0.3429
0.1988	111.0	40404	0.9592	0.8030	0.8312	0.8031	0.8077	0.8462	0.8403	0.8432	0.8675	0.9097	0.8881	0.8472	0.8472	0.8472	0.5949	0.7632	0.6686	1.0	0.6549	0.7915
0.1728	112.0	40768	1.4039	0.7562	0.8180	0.7552	0.7537	0.9252	0.6875	0.7888	0.8912	0.9097	0.9003	0.5643	0.9444	0.7065	0.7091	0.7697	0.7382	1.0	0.4648	0.6346
0.2872	113.0	41132	1.0270	0.7603	0.8068	0.7599	0.7613	0.6453	0.9097	0.7550	0.9810	0.7153	0.8273	0.7764	0.8681	0.8197	0.6441	0.75	0.6930	0.9875	0.5563	0.7117
0.1523	114.0	41496	1.8516	0.6873	0.7650	0.6853	0.6985	0.6759	0.6806	0.6782	0.9231	0.75	0.8276	0.8539	0.5278	0.6524	0.4659	0.8553	0.6032	0.9062	0.6127	0.7311
0.1601	115.0	41860	1.4252	0.7686	0.8087	0.7690	0.7453	1.0	0.2986	0.4599	0.9034	0.9097	0.9066	0.7081	0.9097	0.7964	0.6941	0.7763	0.7329	0.7377	0.9507	0.8308
0.1934	116.0	42224	1.0761	0.8003	0.8124	0.8065	0.7753	0.6792	1.0	0.8090	0.8571	0.9167	0.8859	0.8366	0.8889	0.8620	0.8235	0.2763	0.4138	0.8654	0.9507	0.9060
0.1296	117.0	42588	0.9574	0.8182	0.8567	0.8181	0.8211	0.9759	0.5625	0.7137	0.9538	0.8611	0.9051	0.8280	0.9028	0.8638	0.5972	0.8487	0.7011	0.9286	0.9155	0.9220
0.1667	118.0	42952	1.5463	0.7052	0.7376	0.7064	0.7098	0.7218	0.6667	0.6931	0.655	0.9097	0.7616	0.8469	0.5764	0.6860	0.5167	0.6118	0.5602	0.9478	0.7676	0.8482
0.1485	119.0	43316	4.6610	0.5207	0.6658	0.5226	0.4893	0.8788	0.2014	0.3277	0.8571	0.2917	0.4352	0.4098	0.9306	0.5690	0.6966	0.4079	0.5145	0.4868	0.7817	0.6
0.1318	120.0	43680	1.0993	0.7893	0.8193	0.7892	0.7906	0.9444	0.5903	0.7265	0.8929	0.8681	0.8803	0.8455	0.7222	0.7790	0.6029	0.8289	0.6981	0.8110	0.9366	0.8693
0.2371	121.0	44044	8.0913	0.4972	0.6707	0.4972	0.4656	0.8333	0.1042	0.1852	0.7805	0.4444	0.5664	0.8070	0.3194	0.4577	0.5864	0.625	0.6051	0.3464	0.9930	0.5137
0.1721	122.0	44408	1.0303	0.8168	0.8227	0.8183	0.8150	0.8909	0.6806	0.7717	0.9	0.9375	0.9184	0.7711	0.8889	0.8258	0.7970	0.6974	0.7439	0.7545	0.8873	0.8155
0.3003	123.0	44772	4.5488	0.4339	0.7836	0.4344	0.4222	0.85	0.2361	0.3696	1.0	0.2569	0.4088	1.0	0.1597	0.2754	0.8	0.5263	0.6349	0.2681	0.9930	0.4222
0.1306	124.0	45136	1.0231	0.7879	0.8620	0.7868	0.8018	0.9789	0.6458	0.7782	1.0	0.7986	0.8880	0.8113	0.8958	0.8515	0.5197	0.8684	0.6502	1.0	0.7254	0.8408
0.1423	125.0	45500	0.9325	0.8168	0.8355	0.8174	0.8180	0.7950	0.8889	0.8393	1.0	0.7847	0.8794	0.9083	0.6875	0.7826	0.7186	0.7895	0.7524	0.7557	0.9366	0.8365
0.1867	126.0	45864	3.4378	0.6804	0.7780	0.6803	0.6426	0.6957	0.7778	0.7344	1.0	0.0833	0.1538	0.8408	0.9167	0.8771	0.4346	0.7434	0.5485	0.9191	0.8803	0.8993
0.1402	127.0	46228	2.3312	0.7025	0.8111	0.7014	0.6846	1.0	0.2014	0.3353	0.9596	0.6597	0.7819	0.7895	0.9375	0.8571	0.4523	0.8421	0.5885	0.8542	0.8662	0.8601
0.2222	128.0	46592	2.4998	0.7300	0.7824	0.7298	0.6892	1.0	0.1597	0.2754	0.7389	0.9236	0.8210	0.7616	0.9097	0.8291	0.6010	0.7829	0.68	0.8105	0.8732	0.8407
0.1835	129.0	46956	5.8303	0.4435	0.4147	0.4381	0.3798	0.4444	0.6111	0.5146	0.7736	0.5694	0.656	0.0	0.0	0.0	0.3439	0.8553	0.4906	0.5116	0.1549	0.2378
0.2269	130.0	47320	2.9031	0.6240	0.7550	0.6222	0.6167	0.9512	0.2708	0.4216	0.9062	0.6042	0.725	0.8571	0.5	0.6316	0.4175	0.8487	0.5597	0.6429	0.8873	0.7456
0.136	131.0	47684	1.6164	0.6653	0.7618	0.6647	0.6609	0.8721	0.5208	0.6522	0.9364	0.7153	0.8110	0.9298	0.3681	0.5274	0.5613	0.7829	0.6538	0.5096	0.9366	0.6600
0.1439	132.0	48048	2.2665	0.6983	0.7866	0.6974	0.6912	0.9756	0.2778	0.4324	0.8105	0.8611	0.8350	0.8559	0.7014	0.7710	0.4542	0.8158	0.5835	0.8369	0.8310	0.8339
0.1593	133.0	48412	0.8721	0.8347	0.8601	0.8347	0.8420	0.8971	0.8472	0.8714	0.9143	0.8889	0.9014	0.875	0.7778	0.8235	0.6225	0.8355	0.7135	0.9915	0.8239	0.9
0.202	134.0	48776	0.7894	0.8182	0.8372	0.8188	0.8206	0.9394	0.6458	0.7654	0.8649	0.8889	0.8767	0.8696	0.8333	0.8511	0.6316	0.7895	0.7018	0.8808	0.9366	0.9078
0.7143	135.0	49140	2.3021	0.6708	0.7874	0.6693	0.6432	0.5278	0.9236	0.6717	1.0	0.1597	0.2754	0.8662	0.8542	0.8601	0.5430	0.7895	0.6434	1.0	0.6197	0.7652
0.1899	136.0	49504	1.6460	0.6515	0.8051	0.6490	0.6772	0.8767	0.4444	0.5899	0.96	0.6667	0.7869	0.8218	0.5764	0.6776	0.3775	0.8816	0.5286	0.9897	0.6761	0.8033
0.1565	137.0	49868	1.7804	0.7149	0.7747	0.7147	0.7063	0.7652	0.7014	0.7319	1.0	0.3611	0.5306	0.8561	0.7847	0.8188	0.5333	0.7895	0.6366	0.7189	0.9366	0.8135
0.1363	138.0	50232	3.4435	0.5041	0.6933	0.5017	0.4899	0.7843	0.2778	0.4103	0.3621	0.875	0.5122	0.8571	0.4583	0.5973	0.4630	0.6579	0.5435	1.0	0.2394	0.3864
0.0519	139.0	50596	0.8779	0.7975	0.8098	0.7984	0.7992	0.6703	0.8611	0.7538	0.8898	0.7292	0.8015	0.8819	0.7778	0.8266	0.7724	0.7368	0.7542	0.8344	0.8873	0.8601
0.4079	140.0	50960	1.7080	0.6612	0.7434	0.6618	0.6599	0.8018	0.6181	0.6980	0.9462	0.6111	0.7426	0.8676	0.4097	0.5566	0.6047	0.6842	0.6420	0.4965	0.9859	0.6604
0.1648	141.0	51324	2.5691	0.6598	0.7517	0.6587	0.6078	0.8235	0.4861	0.6114	1.0	0.0972	0.1772	0.7458	0.9167	0.8224	0.504	0.8289	0.6269	0.685	0.9648	0.8012
0.134	142.0	51688	1.5630	0.7700	0.8081	0.7738	0.7631	0.8976	0.7917	0.8413	0.7316	0.9653	0.8323	0.8727	0.6667	0.7559	0.9114	0.4737	0.6234	0.6273	0.9718	0.7624
0.1752	143.0	52052	1.2265	0.7755	0.8027	0.7761	0.7720	0.7419	0.7986	0.7692	0.9875	0.5486	0.7054	0.8582	0.7986	0.8273	0.7267	0.7697	0.7476	0.6990	0.9648	0.8107
0.1366	144.0	52416	2.4039	0.6129	0.7119	0.6101	0.5804	0.5780	0.6944	0.6309	0.6461	0.7986	0.7143	0.8684	0.6875	0.7674	0.4672	0.75	0.5758	1.0	0.1197	0.2138
0.4067	145.0	52780	1.7158	0.7176	0.8031	0.7165	0.7189	0.7714	0.75	0.7606	1.0	0.3681	0.5381	0.82	0.8542	0.8367	0.4757	0.8355	0.6062	0.9483	0.7746	0.8527
0.1673	146.0	53144	1.4298	0.7727	0.7929	0.7743	0.7668	0.8902	0.5069	0.6460	0.8639	0.8819	0.8729	0.8207	0.8264	0.8235	0.7324	0.6842	0.7075	0.6571	0.9718	0.7841
0.1853	147.0	53508	0.9835	0.7906	0.8068	0.7916	0.7900	0.9238	0.6736	0.7791	0.7619	0.8889	0.8205	0.875	0.6806	0.7656	0.6628	0.75	0.7037	0.8107	0.9648	0.8810
0.1954	148.0	53872	0.9705	0.7837	0.8044	0.7848	0.7806	0.7182	0.9028	0.8	0.8187	0.9722	0.8889	0.8182	0.8125	0.8153	0.6667	0.6447	0.6555	1.0	0.5915	0.7434
0.118	149.0	54236	0.6951	0.8402	0.8627	0.8403	0.8455	0.9274	0.7986	0.8582	0.9688	0.8611	0.9118	0.7674	0.9167	0.8354	0.6757	0.8224	0.7418	0.9744	0.8028	0.8803
0.1205	150.0	54600	0.8478	0.8609	0.8648	0.8628	0.8606	0.8	0.9444	0.8662	0.8832	0.8403	0.8612	0.85	0.9444	0.8947	0.8217	0.6974	0.7544	0.9692	0.8873	0.9265

Framework versions

Transformers 4.48.3
Pytorch 2.5.1+cu124
Datasets 3.3.2
Tokenizers 0.21.0

Task: Image Classification
Library: transformers
Type: mobilenet_v2
License: other
Created: Mar 7, 2025
Updated: Mar 7, 2025