Training Loss	Epoch	Step	Validation Loss	Mean Iou	Mean Accuracy	Overall Accuracy	Accuracy Background	Accuracy Cracked	Iou Cracked
0.2923	0.13	20	0.2120	0.0200	0.0399	0.0399	nan	0.0399	0.0399
0.0959	0.27	40	0.0702	0.0661	0.1321	0.1321	nan	0.1321	0.1321
0.0316	0.4	60	0.0378	0.0193	0.0387	0.0387	nan	0.0387	0.0387
0.0184	0.53	80	0.0165	0.0306	0.0612	0.0612	nan	0.0612	0.0612
0.0119	0.67	100	0.0108	0.0277	0.0554	0.0554	nan	0.0554	0.0554
0.0083	0.8	120	0.0085	0.0381	0.0761	0.0761	nan	0.0761	0.0761
0.0085	0.93	140	0.0118	0.0112	0.0223	0.0223	nan	0.0223	0.0223
0.0072	1.07	160	0.0063	0.0289	0.0578	0.0578	nan	0.0578	0.0578
0.0072	1.2	180	0.0057	0.0004	0.0009	0.0009	nan	0.0009	0.0009
0.0038	1.33	200	0.0037	0.0004	0.0009	0.0009	nan	0.0009	0.0009
0.0038	1.47	220	0.0035	0.0024	0.0048	0.0048	nan	0.0048	0.0048
0.0037	1.6	240	0.0033	0.0035	0.0071	0.0071	nan	0.0071	0.0071
0.004	1.73	260	0.0029	0.0000	0.0000	0.0000	nan	0.0000	0.0000
0.0027	1.87	280	0.0027	0.0	0.0	0.0	nan	0.0	0.0
0.0029	2.0	300	0.0025	0.0000	0.0000	0.0000	nan	0.0000	0.0000
0.0032	2.13	320	0.0026	0.0000	0.0000	0.0000	nan	0.0000	0.0000
0.0024	2.27	340	0.0023	0.0000	0.0000	0.0000	nan	0.0000	0.0000
0.0021	2.4	360	0.0024	0.0000	0.0000	0.0000	nan	0.0000	0.0000
0.0021	2.53	380	0.0021	0.0000	0.0000	0.0000	nan	0.0000	0.0000
0.0026	2.67	400	0.0020	0.0000	0.0001	0.0001	nan	0.0001	0.0001
0.002	2.8	420	0.0018	0.0000	0.0000	0.0000	nan	0.0000	0.0000
0.0019	2.93	440	0.0020	0.0000	0.0000	0.0000	nan	0.0000	0.0000
0.0023	3.07	460	0.0020	0.0	0.0	0.0	nan	0.0	0.0
0.002	3.2	480	0.0019	0.0000	0.0000	0.0000	nan	0.0000	0.0000
0.0018	3.33	500	0.0019	0.0000	0.0001	0.0001	nan	0.0001	0.0001
0.0018	3.47	520	0.0018	0.0000	0.0001	0.0001	nan	0.0001	0.0001
0.0021	3.6	540	0.0017	0.0000	0.0000	0.0000	nan	0.0000	0.0000
0.0018	3.73	560	0.0017	0.0	0.0	0.0	nan	0.0	0.0
0.0017	3.87	580	0.0016	0.0	0.0	0.0	nan	0.0	0.0
0.002	4.0	600	0.0017	0.0	0.0	0.0	nan	0.0	0.0

Framework versions

Transformers 4.30.2
Pytorch 2.0.1+cu118
Datasets 2.13.1
Tokenizers 0.13.3

varcoder/segformer-DeepCrack

segformer-b0-DeepCrack

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

varcoder/
segformer-DeepCrack