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ibrahim-601/
mit-b0-building-damage-lora

Name: mit-b0-building-damage-lora
Availability: InStock

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mit-b0-building-damage-lora

This model is a fine-tuned version of nvidia/mit-b0 on an unknown dataset. It achieves the following results on the evaluation set:

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The following hyperparameters were used during training:

Training Loss	Epoch	Step	Validation Loss	Mean Iou	Mean Accuracy	Overall Accuracy	Accuracy Building	Iou Building
0.0618	1.0	700	0.1463	0.4063	0.8125	0.8125	0.8125	0.8125
0.0813	2.0	1400	0.0861	0.3950	0.7900	0.7900	0.7900	0.7900
0.0715	3.0	2100	0.0856	0.3844	0.7689	0.7689	0.7689	0.7689
0.076	4.0	2800	0.1296	0.4161	0.8322	0.8322	0.8322	0.8322
0.0587	5.0	3500	0.0702	0.3078	0.6156	0.6156	0.6156	0.6156
0.0662	6.0	4200	0.0708	0.3613	0.7226	0.7226	0.7226	0.7226
0.059	7.0	4900	0.1063	0.4125	0.8249	0.8249	0.8249	0.8249
0.0532	8.0	5600	0.0693	0.3547	0.7094	0.7094	0.7094	0.7094
0.066	9.0	6300	0.0754	0.3932	0.7863	0.7863	0.7863	0.7863
0.0628	10.0	7000	0.0692	0.3874	0.7747	0.7747	0.7747	0.7747
0.0805	11.0	7700	0.0701	0.3896	0.7793	0.7793	0.7793	0.7793
0.0595	12.0	8400	0.0663	0.3774	0.7549	0.7549	0.7549	0.7549
0.0705	13.0	9100	0.0653	0.3717	0.7433	0.7433	0.7433	0.7433
0.071	14.0	9800	0.0651	0.3731	0.7461	0.7461	0.7461	0.7461
0.0656	15.0	10500	0.0648	0.3613	0.7227	0.7227	0.7227	0.7227