Training in progress epoch 20

README.md

@@ -15,20 +15,20 @@ probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [nvidia/mit-b0](https://huggingface.co/nvidia/mit-b0) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Train Loss: 0.0045
-- Validation Loss: 0.0045
-- Validation Mean Iou: 0.6596
-- Validation Mean Accuracy: 0.7122
-- Validation Overall Accuracy: 0.9984
-- Validation Accuracy Unlabeled: 0.9057
+- Train Loss: 0.0042
+- Validation Loss: 0.0042
+- Validation Mean Iou: 0.6956
+- Validation Mean Accuracy: 0.7259
+- Validation Overall Accuracy: 0.9985
+- Validation Accuracy Unlabeled: 0.8669
 - Validation Accuracy Notlabeled: 0.9998
-- Validation Accuracy Otherclass: 0.7739
-- Validation Accuracy Contrail: 0.1693
-- Validation Iou Unlabeled: 0.8117
-- Validation Iou Notlabeled: 0.9984
-- Validation Iou Otherclass: 0.6774
-- Validation Iou Contrail: 0.1508
-- Epoch: 19
+- Validation Accuracy Otherclass: 0.8294
+- Validation Accuracy Contrail: 0.2074
+- Validation Iou Unlabeled: 0.8609
+- Validation Iou Notlabeled: 0.9985
+- Validation Iou Otherclass: 0.7396
+- Validation Iou Contrail: 0.1835
+- Epoch: 20
 
 ## Model description
 
@@ -74,6 +74,7 @@ The following hyperparameters were used during training:
 | 0.0051     | 0.0050          | 0.5800              | 0.6003                   | 0.9984                      | 0.6893                        | 0.9999                         | 0.6644                         | 0.0476                       | 0.6707                   | 0.9984                    | 0.6048                    | 0.0462                  | 17    |
 | 0.0048     | 0.0047          | 0.6598              | 0.6878                   | 0.9984                      | 0.8252                        | 0.9998                         | 0.7809                         | 0.1453                       | 0.8013                   | 0.9984                    | 0.7095                    | 0.1298                  | 18    |
 | 0.0045     | 0.0045          | 0.6596              | 0.7122                   | 0.9984                      | 0.9057                        | 0.9998                         | 0.7739                         | 0.1693                       | 0.8117                   | 0.9984                    | 0.6774                    | 0.1508                  | 19    |
+| 0.0042     | 0.0042          | 0.6956              | 0.7259                   | 0.9985                      | 0.8669                        | 0.9998                         | 0.8294                         | 0.2074                       | 0.8609                   | 0.9985                    | 0.7396                    | 0.1835                  | 20    |
 
 
 ### Framework versions

tf_model.h5

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:c7c934112646f079aa3981e7cdaf90215ed036b77de0408a40d8d7ac2c4efb90
+oid sha256:b3759cc75d2f3a144efeab49901b502b027afba10f3036912a18acfc536e02a1
 size 15135608