Training in progress epoch 14

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: 0.0073
-- Validation Loss: 0.0070
-- Validation Mean Iou: 0.4402
-- Validation Mean Accuracy: 0.4781
+- Train Loss: 0.0067
+- Validation Loss: 0.0062
+- Validation Mean Iou: 0.5049
+- Validation Mean Accuracy: 0.5454
 - Validation Overall Accuracy: 0.9983
-- Validation Accuracy Unlabeled: 0.1997
-- Validation Accuracy Notlabeled: 0.9999
-- Validation Accuracy Otherclass: 0.6616
-- Validation Accuracy Contrail: 0.0511
-- Validation Iou Unlabeled: 0.1978
+- Validation Accuracy Unlabeled: 0.4868
+- Validation Accuracy Notlabeled: 1.0000
+- Validation Accuracy Otherclass: 0.6893
+- Validation Accuracy Contrail: 0.0057
+- Validation Iou Unlabeled: 0.4702
 - Validation Iou Notlabeled: 0.9983
-- Validation Iou Otherclass: 0.5167
-- Validation Iou Contrail: 0.0479
-- Epoch: 13
+- Validation Iou Otherclass: 0.5456
+- Validation Iou Contrail: 0.0056
+- Epoch: 14
 
 ## Model description
 
@@ -68,6 +68,7 @@ The following hyperparameters were used during training:
 | 0.0091     | 0.0087          | 0.3117              | 0.3138                   | 0.9983                      | 0.1026                        | 1.0000                         | 0.1470                         | 0.0055                       | 0.1014                   | 0.9983                    | 0.1415                    | 0.0055                  | 11    |
 | 0.0083     | 0.0076          | 0.3844              | 0.3941                   | 0.9983                      | 0.1540                        | 1.0000                         | 0.4189                         | 0.0037                       | 0.1516                   | 0.9983                    | 0.3840                    | 0.0037                  | 12    |
 | 0.0073     | 0.0070          | 0.4402              | 0.4781                   | 0.9983                      | 0.1997                        | 0.9999                         | 0.6616                         | 0.0511                       | 0.1978                   | 0.9983                    | 0.5167                    | 0.0479                  | 13    |
+| 0.0067     | 0.0062          | 0.5049              | 0.5454                   | 0.9983                      | 0.4868                        | 1.0000                         | 0.6893                         | 0.0057                       | 0.4702                   | 0.9983                    | 0.5456                    | 0.0056                  | 14    |
 
 
 ### Framework versions

tf_model.h5

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:8d783c6a97b0ab1c5fe01ab832a08274418e7fc24b8ac301443992af8c42211e
+oid sha256:dc7fa3730b303f74a444594a80ef6a4d6e770d0e9f37c136be1e3c03f238859f
 size 15135608