Training in progress epoch 22

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: 0.0039
-- Validation Loss: 0.0045
-- Validation Mean Iou: 0.6824
-- Validation Mean Accuracy: 0.6971
+- Train Loss: 0.0038
+- Validation Loss: 0.0041
+- Validation Mean Iou: 0.7516
+- Validation Mean Accuracy: 0.7748
 - Validation Overall Accuracy: 0.9985
-- Validation Accuracy Unlabeled: 0.8710
-- Validation Accuracy Notlabeled: 0.9999
-- Validation Accuracy Otherclass: 0.7933
-- Validation Accuracy Contrail: 0.1243
-- Validation Iou Unlabeled: 0.8579
+- Validation Accuracy Unlabeled: 0.9612
+- Validation Accuracy Notlabeled: 0.9998
+- Validation Accuracy Otherclass: 0.8779
+- Validation Accuracy Contrail: 0.2605
+- Validation Iou Unlabeled: 0.9397
 - Validation Iou Notlabeled: 0.9985
-- Validation Iou Otherclass: 0.7546
-- Validation Iou Contrail: 0.1186
-- Epoch: 21
+- Validation Iou Otherclass: 0.8395
+- Validation Iou Contrail: 0.2287
+- Epoch: 22
 
 ## Model description
 
@@ -76,6 +76,7 @@ The following hyperparameters were used during training:
 | 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    |
 | 0.0039     | 0.0045          | 0.6824              | 0.6971                   | 0.9985                      | 0.8710                        | 0.9999                         | 0.7933                         | 0.1243                       | 0.8579                   | 0.9985                    | 0.7546                    | 0.1186                  | 21    |
+| 0.0038     | 0.0041          | 0.7516              | 0.7748                   | 0.9985                      | 0.9612                        | 0.9998                         | 0.8779                         | 0.2605                       | 0.9397                   | 0.9985                    | 0.8395                    | 0.2287                  | 22    |
 
 
 ### Framework versions

tf_model.h5

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:bfa81d07c0c196e352ee8763c808d67f0b2d5bb6f0625ef461d9cc7e03bb711f
+oid sha256:8e8247834ec58a42e05621010cfc4ab1adb5c74dcaaab88a238173ab42fe5efa
 size 15135608