This model is a fine-tuned version of nvidia/segformer-b3-finetuned-ade-512-512 on the peldrak/grCoastline_512 dataset. It achieves the following results on the evaluation set:

Loss: 0.2343
Mean Iou: 0.7550
Mean Accuracy: 0.8157
Overall Accuracy: 0.9435
Accuracy Water: 0.9775
Accuracy Whitewater: 0.2651
Accuracy Sediment: 0.9504
Accuracy Other Natural Terrain: 0.8170
Accuracy Vegetation: 0.8956
Accuracy Development: 0.8082
Accuracy Unknown: 0.9956
Iou Water: 0.9507
Iou Whitewater: 0.2519
Iou Sediment: 0.8719
Iou Other Natural Terrain: 0.7298
Iou Vegetation: 0.7848
Iou Development: 0.7015
Iou Unknown: 0.9946

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: 6e-05
train_batch_size: 4
eval_batch_size: 4
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 25

Training results

Training Loss	Epoch	Step	Validation Loss	Mean Iou	Mean Accuracy	Overall Accuracy	Accuracy Water	Accuracy Whitewater	Accuracy Sediment	Accuracy Other Natural Terrain	Accuracy Vegetation	Accuracy Development	Accuracy Unknown	Iou Water	Iou Whitewater	Iou Sediment	Iou Other Natural Terrain	Iou Vegetation	Iou Development	Iou Unknown
1.3152	0.24	20	1.1371	0.3592	0.4647	0.7315	0.9430	0.0	0.2992	0.0547	0.7991	0.1760	0.9809	0.6706	0.0	0.2742	0.0502	0.4041	0.1413	0.9741
1.2237	0.49	40	0.7602	0.4366	0.5444	0.8084	0.9568	0.0	0.8684	0.0674	0.8738	0.0645	0.9803	0.8767	0.0	0.5931	0.0668	0.4759	0.0643	0.9792
0.8849	0.73	60	0.5319	0.5122	0.6082	0.8591	0.9603	0.0	0.9492	0.3503	0.9236	0.0824	0.9915	0.9197	0.0	0.6535	0.3355	0.6080	0.0822	0.9867
0.7138	0.98	80	0.4433	0.5645	0.6474	0.8886	0.9732	0.0	0.9297	0.6001	0.9305	0.1018	0.9962	0.9208	0.0	0.7143	0.5271	0.7005	0.1015	0.9872
0.4057	1.22	100	0.3726	0.6034	0.6801	0.9021	0.9746	0.0	0.9397	0.6993	0.8983	0.2557	0.9930	0.9325	0.0	0.7428	0.6061	0.7024	0.2508	0.9894
0.5947	1.46	120	0.3407	0.6003	0.6767	0.9043	0.9809	0.0	0.9493	0.7424	0.8936	0.1789	0.9916	0.9264	0.0	0.7549	0.6223	0.7327	0.1776	0.9881
0.324	1.71	140	0.3482	0.6087	0.6906	0.8992	0.9661	0.0	0.9787	0.8298	0.7234	0.3403	0.9958	0.9342	0.0	0.6806	0.6506	0.6853	0.3202	0.9901
0.5283	1.95	160	0.2851	0.6729	0.7389	0.9265	0.9757	0.0	0.9427	0.8225	0.8647	0.5717	0.9954	0.9346	0.0	0.8134	0.7038	0.7573	0.5116	0.9895
0.4225	2.2	180	0.2628	0.6674	0.7330	0.9232	0.9642	0.0	0.9175	0.8301	0.9002	0.5261	0.9928	0.9183	0.0	0.8127	0.7082	0.7438	0.4982	0.9904
0.2334	2.44	200	0.2544	0.6811	0.7448	0.9282	0.9783	0.0	0.9488	0.7218	0.9115	0.6576	0.9956	0.9326	0.0	0.8252	0.6780	0.7556	0.5856	0.9905
0.3386	2.68	220	0.2385	0.6844	0.7511	0.9279	0.9773	0.0	0.9358	0.7831	0.8913	0.6838	0.9864	0.9298	0.0	0.8409	0.6831	0.7590	0.5939	0.9845
0.2847	2.93	240	0.2321	0.6817	0.7530	0.9275	0.9694	0.0	0.9472	0.8888	0.7828	0.6848	0.9980	0.9334	0.0	0.8187	0.7156	0.7399	0.5752	0.9895
0.6314	3.17	260	0.2118	0.6995	0.7630	0.9362	0.9725	0.0	0.9494	0.8463	0.8667	0.7094	0.9965	0.9404	0.0	0.8324	0.7431	0.7783	0.6104	0.9916
0.2687	3.41	280	0.2140	0.6992	0.7599	0.9359	0.9739	0.0	0.9480	0.8333	0.8776	0.6886	0.9976	0.9348	0.0	0.8242	0.7413	0.7869	0.6166	0.9908
0.4188	3.66	300	0.2088	0.7045	0.7646	0.9382	0.9743	0.0	0.9594	0.8251	0.8940	0.7055	0.9936	0.9368	0.0	0.8483	0.7412	0.7886	0.6260	0.9909
0.1609	3.9	320	0.1991	0.7059	0.7740	0.9372	0.9758	0.0	0.9463	0.8677	0.8325	0.8036	0.9923	0.9388	0.0	0.8620	0.7343	0.7721	0.6440	0.9900
0.1591	4.15	340	0.2563	0.6544	0.7303	0.9157	0.9718	0.0	0.9700	0.8359	0.7659	0.5772	0.9915	0.9427	0.0	0.7907	0.6447	0.6947	0.5180	0.9901
0.4456	4.39	360	0.2374	0.6846	0.7496	0.9283	0.9789	0.0	0.9396	0.7259	0.8976	0.7094	0.9956	0.9436	0.0	0.8668	0.6313	0.7349	0.6230	0.9928
0.1556	4.63	380	0.2165	0.6871	0.7568	0.9294	0.9701	0.0	0.9681	0.8800	0.7831	0.6998	0.9963	0.9401	0.0	0.8319	0.7082	0.7283	0.6095	0.9918
0.3269	4.88	400	0.2230	0.6995	0.7612	0.9340	0.9709	0.0	0.9544	0.7420	0.9106	0.7533	0.9969	0.9432	0.0	0.8551	0.6806	0.7497	0.6751	0.9929
0.2006	5.12	420	0.2233	0.6884	0.7545	0.9303	0.9727	0.0	0.9573	0.8825	0.8049	0.6679	0.9960	0.9405	0.0	0.8366	0.7042	0.7340	0.6110	0.9929
0.1007	5.37	440	0.2047	0.7084	0.7769	0.9383	0.9683	0.0	0.9583	0.8657	0.8279	0.8214	0.9966	0.9428	0.0	0.8463	0.7494	0.7689	0.6592	0.9921
0.1391	5.61	460	0.2110	0.7102	0.7698	0.9386	0.9775	0.0	0.9289	0.8196	0.9082	0.7632	0.9914	0.9384	0.0	0.8686	0.7287	0.7739	0.6716	0.9899
0.1582	5.85	480	0.1974	0.7070	0.7756	0.9371	0.9688	0.0	0.9503	0.7850	0.8715	0.8567	0.9971	0.9420	0.0	0.8565	0.7161	0.7626	0.6792	0.9928
0.118	6.1	500	0.2184	0.6937	0.7602	0.9312	0.9800	0.0	0.9321	0.8670	0.8032	0.7424	0.9969	0.9372	0.0	0.8535	0.6900	0.7355	0.6468	0.9929
0.1206	6.34	520	0.2585	0.6906	0.7549	0.9312	0.9766	0.0	0.9652	0.7906	0.8669	0.6927	0.9922	0.9364	0.0	0.8134	0.7155	0.7562	0.6218	0.9910
0.1531	6.59	540	0.2177	0.7048	0.7699	0.9370	0.9788	0.0	0.9361	0.8889	0.8270	0.7644	0.9944	0.9426	0.0	0.8647	0.7215	0.7629	0.6492	0.9926
0.141	6.83	560	0.2271	0.7014	0.7655	0.9362	0.9625	0.0	0.9726	0.8432	0.8655	0.7186	0.9957	0.9403	0.0	0.8254	0.7420	0.7758	0.6330	0.9931
0.1233	7.07	580	0.2128	0.7108	0.7723	0.9398	0.9739	0.0	0.9529	0.8535	0.8659	0.7646	0.9954	0.9430	0.0	0.8579	0.7390	0.7766	0.6661	0.9932
0.0518	7.32	600	0.2460	0.6911	0.7617	0.9304	0.9659	0.0	0.9711	0.8530	0.7962	0.7486	0.9969	0.9426	0.0	0.8348	0.6982	0.7278	0.6405	0.9941
0.1164	7.56	620	0.2446	0.6992	0.7670	0.9337	0.9747	0.0	0.9534	0.8651	0.8042	0.7752	0.9963	0.9432	0.0	0.8550	0.7027	0.7379	0.6615	0.9941
0.1448	7.8	640	0.2159	0.7115	0.7726	0.9394	0.9771	0.0	0.9510	0.8102	0.8822	0.7928	0.9952	0.9435	0.0	0.8560	0.7265	0.7725	0.6886	0.9932
0.4327	8.05	660	0.2056	0.7150	0.7766	0.9418	0.9736	0.0	0.9551	0.8341	0.8786	0.7980	0.9966	0.9443	0.0	0.8579	0.7494	0.7862	0.6734	0.9935
0.1197	8.29	680	0.2153	0.7068	0.7647	0.9389	0.9767	0.0	0.9434	0.8219	0.9024	0.7126	0.9963	0.9417	0.0	0.8681	0.7183	0.7794	0.6469	0.9935
0.1376	8.54	700	0.2252	0.7069	0.7755	0.9375	0.9676	0.0	0.9668	0.8520	0.8228	0.8217	0.9977	0.9441	0.0	0.8448	0.7397	0.7594	0.6667	0.9934
0.3054	8.78	720	0.2291	0.7079	0.7708	0.9382	0.9773	0.0	0.9544	0.8451	0.8599	0.7667	0.9924	0.9404	0.0	0.8559	0.7306	0.7749	0.6626	0.9912
0.1884	9.02	740	0.2077	0.7194	0.7823	0.9422	0.9733	0.0	0.9366	0.8561	0.8671	0.8472	0.9957	0.9449	0.0	0.8750	0.7354	0.7776	0.7092	0.9936
0.0987	9.27	760	0.2207	0.7112	0.7780	0.9385	0.9753	0.0	0.9640	0.8870	0.8026	0.8232	0.9938	0.9414	0.0	0.8349	0.7599	0.7583	0.6912	0.9924
0.1062	9.51	780	0.2697	0.6999	0.7640	0.9335	0.9747	0.0	0.9493	0.7366	0.8967	0.7950	0.9957	0.9429	0.0	0.8455	0.6892	0.7403	0.6884	0.9932
0.1437	9.76	800	0.2240	0.7069	0.7715	0.9380	0.9692	0.0	0.9578	0.8028	0.8838	0.7906	0.9960	0.9451	0.0	0.8487	0.7271	0.7701	0.6635	0.9935
0.0806	10.0	820	0.2262	0.7068	0.7692	0.9388	0.9788	0.0	0.9596	0.8313	0.8618	0.7573	0.9960	0.9447	0.0	0.8471	0.7398	0.7748	0.6479	0.9934
0.1172	10.24	840	0.2594	0.6971	0.7598	0.9336	0.9751	0.0	0.9497	0.7498	0.8983	0.7482	0.9975	0.9432	0.0	0.8596	0.6762	0.7500	0.6570	0.9934
0.3204	10.49	860	0.2114	0.7167	0.7775	0.9417	0.9735	0.0	0.9405	0.8401	0.8791	0.8117	0.9977	0.9440	0.0	0.8751	0.7310	0.7812	0.6925	0.9933
0.18	10.73	880	0.2234	0.7163	0.7774	0.9415	0.9708	0.0	0.9606	0.8125	0.8921	0.8111	0.9950	0.9458	0.0	0.8635	0.7310	0.7799	0.7000	0.9937
0.1388	10.98	900	0.2211	0.7231	0.7820	0.9435	0.9745	0.0	0.9282	0.8094	0.9115	0.8533	0.9971	0.9442	0.0	0.8842	0.7275	0.7822	0.7296	0.9942
0.3495	11.22	920	0.2246	0.7172	0.7803	0.9420	0.9735	0.0	0.9535	0.8467	0.8540	0.8361	0.9985	0.9443	0.0	0.8700	0.7384	0.7796	0.6941	0.9940
0.1129	11.46	940	0.2116	0.7187	0.7770	0.9431	0.9764	0.0	0.9480	0.8252	0.9009	0.7927	0.9954	0.9460	0.0	0.8772	0.7303	0.7890	0.6944	0.9941
0.1725	11.71	960	0.2028	0.7199	0.7820	0.9432	0.9799	0.0	0.9457	0.8285	0.8723	0.8515	0.9962	0.9442	0.0	0.8773	0.7348	0.7872	0.7019	0.9941
0.1882	11.95	980	0.2180	0.7168	0.7759	0.9422	0.9743	0.0	0.9556	0.8052	0.8990	0.7998	0.9974	0.9460	0.0	0.8570	0.7326	0.7887	0.6984	0.9945
0.1523	12.2	1000	0.2185	0.7172	0.7792	0.9416	0.9750	0.0000	0.9527	0.8253	0.8779	0.8287	0.9947	0.9444	0.0000	0.8701	0.7322	0.7781	0.7019	0.9936
0.0959	12.44	1020	0.2232	0.7192	0.7806	0.9424	0.9781	0.0	0.9452	0.8150	0.8840	0.8469	0.9953	0.9444	0.0	0.8769	0.7281	0.7792	0.7115	0.9941
0.0786	12.68	1040	0.2383	0.7129	0.7741	0.9403	0.9771	0.0001	0.9592	0.8173	0.8741	0.7949	0.9956	0.9449	0.0001	0.8567	0.7321	0.7734	0.6892	0.9942
0.1079	12.93	1060	0.2410	0.7144	0.7772	0.9401	0.9786	0.0040	0.9510	0.7919	0.8845	0.8357	0.9945	0.9451	0.0040	0.8585	0.7261	0.7709	0.7030	0.9933
0.1476	13.17	1080	0.2192	0.7130	0.7782	0.9403	0.9718	0.0008	0.9582	0.8334	0.8548	0.8309	0.9975	0.9458	0.0008	0.8536	0.7367	0.7733	0.6859	0.9950
0.1231	13.41	1100	0.2260	0.7157	0.7790	0.9417	0.9800	0.0002	0.9430	0.8018	0.8889	0.8443	0.9951	0.9456	0.0002	0.8722	0.7265	0.7836	0.6882	0.9939
0.0879	13.66	1120	0.2403	0.7133	0.7767	0.9407	0.9709	0.0	0.9670	0.8450	0.8523	0.8043	0.9974	0.9472	0.0	0.8539	0.7357	0.7748	0.6864	0.9951
0.116	13.9	1140	0.2334	0.7191	0.7810	0.9425	0.9767	0.0165	0.9465	0.8118	0.8896	0.8284	0.9974	0.9471	0.0164	0.8677	0.7354	0.7863	0.6862	0.9946
0.1264	14.15	1160	0.2366	0.7162	0.7765	0.9414	0.9789	0.0146	0.9504	0.8165	0.8936	0.7870	0.9943	0.9462	0.0145	0.8657	0.7314	0.7849	0.6774	0.9934
0.0761	14.39	1180	0.2227	0.7198	0.7792	0.9427	0.9789	0.0180	0.9509	0.8127	0.8924	0.8044	0.9968	0.9469	0.0179	0.8670	0.7339	0.7858	0.6921	0.9948
0.0437	14.63	1200	0.2192	0.7188	0.7819	0.9415	0.9769	0.0248	0.9490	0.8470	0.8566	0.8219	0.9970	0.9466	0.0246	0.8645	0.7379	0.7761	0.6873	0.9948
0.0732	14.88	1220	0.2396	0.7289	0.7897	0.9421	0.9760	0.0861	0.9477	0.8180	0.8934	0.8121	0.9948	0.9465	0.0849	0.8654	0.7368	0.7824	0.6923	0.9936
0.1376	15.12	1240	0.2280	0.7314	0.7915	0.9430	0.9753	0.0944	0.9480	0.8444	0.8766	0.8039	0.9976	0.9469	0.0925	0.8660	0.7413	0.7854	0.6934	0.9946
0.0518	15.37	1260	0.2378	0.7289	0.7880	0.9422	0.9746	0.0885	0.9501	0.8424	0.8832	0.7807	0.9963	0.9460	0.0864	0.8661	0.7345	0.7828	0.6920	0.9946
0.0599	15.61	1280	0.2288	0.7242	0.7848	0.9418	0.9784	0.0559	0.9443	0.8397	0.8761	0.8037	0.9952	0.9468	0.0555	0.8645	0.7356	0.7789	0.6943	0.9939
0.0967	15.85	1300	0.2416	0.7301	0.7939	0.9413	0.9749	0.1088	0.9523	0.8402	0.8542	0.8291	0.9979	0.9493	0.1074	0.8613	0.7326	0.7718	0.6933	0.9952
0.0593	16.1	1320	0.2691	0.7212	0.7812	0.9396	0.9777	0.0661	0.9444	0.7484	0.9244	0.8117	0.9958	0.9483	0.0651	0.8732	0.6970	0.7657	0.7051	0.9944
0.2264	16.34	1340	0.2362	0.7237	0.7854	0.9420	0.9756	0.0505	0.9512	0.8124	0.8846	0.8266	0.9969	0.9469	0.0499	0.8610	0.7362	0.7802	0.6966	0.9948
0.0592	16.59	1360	0.2423	0.7367	0.8007	0.9391	0.9729	0.1878	0.9486	0.8662	0.8410	0.7923	0.9964	0.9477	0.1838	0.8581	0.7238	0.7609	0.6875	0.9951
0.1125	16.83	1380	0.2339	0.7527	0.8150	0.9431	0.9762	0.2572	0.9448	0.8334	0.8824	0.8143	0.9969	0.9485	0.2431	0.8608	0.7434	0.7846	0.6934	0.9951
0.0603	17.07	1400	0.2270	0.7406	0.8004	0.9417	0.9753	0.1855	0.9417	0.8159	0.8973	0.7897	0.9975	0.9475	0.1795	0.8640	0.7270	0.7791	0.6921	0.9951
0.0519	17.32	1420	0.2306	0.7467	0.8067	0.9430	0.9751	0.2083	0.9472	0.8316	0.8892	0.7984	0.9969	0.9491	0.2023	0.8660	0.7348	0.7845	0.6952	0.9950
0.0604	17.56	1440	0.2442	0.7355	0.7969	0.9424	0.9799	0.1369	0.9507	0.8123	0.8850	0.8175	0.9956	0.9483	0.1337	0.8670	0.7313	0.7826	0.6911	0.9945
0.0938	17.8	1460	0.2359	0.7392	0.7993	0.9422	0.9726	0.1637	0.9542	0.8012	0.8966	0.8084	0.9987	0.9483	0.1598	0.8663	0.7251	0.7808	0.6992	0.9947
0.1024	18.05	1480	0.2377	0.7305	0.7902	0.9418	0.9811	0.1062	0.9475	0.8259	0.8784	0.7962	0.9960	0.9482	0.1042	0.8690	0.7262	0.7776	0.6936	0.9946
0.0536	18.29	1500	0.2309	0.7358	0.7961	0.9424	0.9756	0.1348	0.9526	0.8292	0.8784	0.8046	0.9975	0.9502	0.1325	0.8695	0.7282	0.7786	0.6971	0.9948
0.07	18.54	1520	0.2380	0.7507	0.8127	0.9428	0.9747	0.2410	0.9478	0.8254	0.8836	0.8191	0.9971	0.9503	0.2312	0.8708	0.7276	0.7799	0.7001	0.9951
0.0692	18.78	1540	0.2429	0.7478	0.8104	0.9420	0.9745	0.2285	0.9462	0.8139	0.8853	0.8269	0.9973	0.9502	0.2198	0.8739	0.7180	0.7755	0.7018	0.9952
0.0673	19.02	1560	0.2288	0.7352	0.7966	0.9409	0.9769	0.1525	0.9459	0.8163	0.8795	0.8081	0.9974	0.9470	0.1472	0.8681	0.7192	0.7749	0.6955	0.9945
0.0406	19.27	1580	0.2302	0.7484	0.8096	0.9426	0.9757	0.2222	0.9442	0.8234	0.8849	0.8196	0.9974	0.9493	0.2126	0.8746	0.7252	0.7781	0.7042	0.9945
0.0686	19.51	1600	0.2228	0.7421	0.8031	0.9432	0.9755	0.1643	0.9524	0.8481	0.8669	0.8176	0.9970	0.9496	0.1599	0.8718	0.7337	0.7808	0.7039	0.9950
0.0559	19.76	1620	0.2335	0.7497	0.8141	0.9422	0.9753	0.2443	0.9511	0.8181	0.8749	0.8382	0.9967	0.9497	0.2320	0.8723	0.7237	0.7767	0.6985	0.9949
0.0726	20.0	1640	0.2381	0.7439	0.8067	0.9417	0.9796	0.2054	0.9492	0.8341	0.8658	0.8182	0.9949	0.9484	0.1952	0.8690	0.7270	0.7748	0.6985	0.9941
0.0381	20.24	1660	0.2289	0.7603	0.8246	0.9425	0.9763	0.3250	0.9474	0.8232	0.8778	0.8261	0.9967	0.9506	0.3039	0.8722	0.7244	0.7768	0.6991	0.9951
0.1459	20.49	1680	0.2320	0.7435	0.8034	0.9422	0.9795	0.2004	0.9497	0.8294	0.8781	0.7897	0.9967	0.9500	0.1939	0.8711	0.7228	0.7781	0.6936	0.9950
0.0515	20.73	1700	0.2366	0.7584	0.8212	0.9425	0.9772	0.3128	0.9445	0.8043	0.8924	0.8189	0.9980	0.9504	0.2910	0.8743	0.7188	0.7777	0.7017	0.9951
0.1066	20.98	1720	0.2450	0.7615	0.8249	0.9420	0.9723	0.3449	0.9531	0.8283	0.8804	0.7978	0.9973	0.9506	0.3225	0.8704	0.7218	0.7762	0.6941	0.9950
0.0677	21.22	1740	0.2302	0.7512	0.8141	0.9424	0.9777	0.2553	0.9465	0.8569	0.8526	0.8115	0.9982	0.9502	0.2412	0.8731	0.7264	0.7766	0.6954	0.9953
0.0745	21.46	1760	0.2343	0.7389	0.7999	0.9420	0.9807	0.1705	0.9453	0.8517	0.8613	0.7930	0.9966	0.9486	0.1644	0.8710	0.7263	0.7792	0.6877	0.9950
0.1053	21.71	1780	0.2453	0.7591	0.8219	0.9426	0.9747	0.3127	0.9517	0.8279	0.8834	0.8070	0.9958	0.9511	0.2943	0.8705	0.7253	0.7796	0.6977	0.9948
0.0898	21.95	1800	0.2224	0.7525	0.8145	0.9435	0.9767	0.2480	0.9498	0.8216	0.8848	0.8237	0.9972	0.9501	0.2357	0.8693	0.7325	0.7856	0.6988	0.9953
0.1724	22.2	1820	0.2210	0.7390	0.7982	0.9430	0.9795	0.1569	0.9503	0.8319	0.8831	0.7889	0.9966	0.9499	0.1527	0.8697	0.7298	0.7853	0.6903	0.9950
0.1683	22.44	1840	0.2362	0.7629	0.8257	0.9439	0.9774	0.3265	0.9405	0.8187	0.8975	0.8231	0.9966	0.9514	0.3020	0.8741	0.7299	0.7861	0.7016	0.9951
0.0613	22.68	1860	0.2266	0.7634	0.8267	0.9441	0.9769	0.3291	0.9418	0.8187	0.8939	0.8291	0.9974	0.9511	0.3024	0.8750	0.7301	0.7864	0.7032	0.9953
0.0638	22.93	1880	0.2321	0.7650	0.8286	0.9438	0.9755	0.3469	0.9500	0.8305	0.8831	0.8173	0.9972	0.9519	0.3208	0.8735	0.7297	0.7852	0.6986	0.9953
0.0865	23.17	1900	0.2402	0.7476	0.8078	0.9434	0.9773	0.2115	0.9529	0.8024	0.9005	0.8132	0.9965	0.9502	0.2039	0.8688	0.7291	0.7860	0.7006	0.9950
0.183	23.41	1920	0.2340	0.7545	0.8155	0.9437	0.9757	0.2616	0.9551	0.8198	0.8879	0.8106	0.9975	0.9512	0.2492	0.8685	0.7321	0.7853	0.7000	0.9953
0.0665	23.66	1940	0.2250	0.7580	0.8206	0.9439	0.9756	0.2861	0.9518	0.8188	0.8857	0.8279	0.9979	0.9513	0.2691	0.8718	0.7316	0.7853	0.7015	0.9953
0.0783	23.9	1960	0.2271	0.7541	0.8161	0.9435	0.9773	0.2581	0.9518	0.8318	0.8773	0.8199	0.9966	0.9511	0.2452	0.8718	0.7308	0.7832	0.7017	0.9952
0.0767	24.15	1980	0.2246	0.7616	0.8247	0.9438	0.9765	0.3151	0.9509	0.8143	0.8912	0.8285	0.9964	0.9515	0.2948	0.8724	0.7301	0.7856	0.7014	0.9951
0.112	24.39	2000	0.2314	0.7669	0.8310	0.9438	0.9743	0.3599	0.9503	0.8198	0.8892	0.8259	0.9972	0.9520	0.3326	0.8731	0.7290	0.7844	0.7016	0.9953
0.074	24.63	2020	0.2291	0.7603	0.8235	0.9437	0.9770	0.3074	0.9499	0.8136	0.8901	0.8296	0.9966	0.9513	0.2874	0.8723	0.7293	0.7851	0.7014	0.9951
0.0684	24.88	2040	0.2343	0.7550	0.8157	0.9435	0.9775	0.2651	0.9504	0.8170	0.8956	0.8082	0.9956	0.9507	0.2519	0.8719	0.7298	0.7848	0.7015	0.9946

Framework versions

Transformers 4.35.0
Pytorch 2.0.0
Datasets 2.1.0
Tokenizers 0.14.1

peldrak/segformer-b3-ade-finetuned-512-512-finetuned-grCoastline_512

segformer-b3-ade-finetuned-512-512-finetuned-grCoastline_512

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

peldrak/
segformer-b3-ade-finetuned-512-512-finetuned-grCoastline_512