Training in progress epoch 5

README.md

@@ -15,28 +15,28 @@ probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [nvidia/segformer-b3-finetuned-ade-512-512](https://huggingface.co/nvidia/segformer-b3-finetuned-ade-512-512) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Train Loss: 0.4501
-- Validation Loss: 0.4507
-- Validation Mean Iou: 0.0107
-- Validation Mean Accuracy: 0.0504
-- Validation Overall Accuracy: 0.0370
-- Validation Accuracy Clutter: 0.0343
-- Validation Accuracy Building: 0.0176
-- Validation Accuracy Road: 0.1737
-- Validation Accuracy Static Car: 0.0001
-- Validation Accuracy Tree: 0.1191
-- Validation Accuracy Vegetation: 0.0082
+- Train Loss: 0.4229
+- Validation Loss: 0.4257
+- Validation Mean Iou: 0.0116
+- Validation Mean Accuracy: 0.0436
+- Validation Overall Accuracy: 0.0445
+- Validation Accuracy Clutter: 0.0515
+- Validation Accuracy Building: 0.0120
+- Validation Accuracy Road: 0.1162
+- Validation Accuracy Static Car: 0.0002
+- Validation Accuracy Tree: 0.1222
+- Validation Accuracy Vegetation: 0.0031
 - Validation Accuracy Human: 0.0
 - Validation Accuracy Moving Car: nan
-- Validation Iou Clutter: 0.0228
-- Validation Iou Building: 0.0028
-- Validation Iou Road: 0.0130
-- Validation Iou Static Car: 0.0001
-- Validation Iou Tree: 0.0469
+- Validation Iou Clutter: 0.0344
+- Validation Iou Building: 0.0020
+- Validation Iou Road: 0.0087
+- Validation Iou Static Car: 0.0002
+- Validation Iou Tree: 0.0471
 - Validation Iou Vegetation: 0.0000
 - Validation Iou Human: 0.0
 - Validation Iou Moving Car: 0.0
-- Epoch: 4
+- Epoch: 5
 
 ## Model description
 
@@ -67,6 +67,7 @@ The following hyperparameters were used during training:
 | 0.5679     | 0.4969          | 0.0151              | 0.0710                   | 0.0516                      | 0.0295                      | 0.0240                       | 0.2164                   | 0.0000                         | 0.2230                   | 0.0041                         | 0.0                       | nan                            | 0.0206                 | 0.0039                  | 0.0151              | 0.0000                    | 0.0814              | 0.0000                    | 0.0                  | 0.0                       | 2     |
 | 0.5010     | 0.4654          | 0.0135              | 0.0553                   | 0.0499                      | 0.0437                      | 0.0160                       | 0.1503                   | 0.0000                         | 0.1773                   | 0.0                            | 0.0                       | nan                            | 0.0301                 | 0.0026                  | 0.0096              | 0.0000                    | 0.0660              | 0.0                       | 0.0                  | 0.0                       | 3     |
 | 0.4501     | 0.4507          | 0.0107              | 0.0504                   | 0.0370                      | 0.0343                      | 0.0176                       | 0.1737                   | 0.0001                         | 0.1191                   | 0.0082                         | 0.0                       | nan                            | 0.0228                 | 0.0028                  | 0.0130              | 0.0001                    | 0.0469              | 0.0000                    | 0.0                  | 0.0                       | 4     |
+| 0.4229     | 0.4257          | 0.0116              | 0.0436                   | 0.0445                      | 0.0515                      | 0.0120                       | 0.1162                   | 0.0002                         | 0.1222                   | 0.0031                         | 0.0                       | nan                            | 0.0344                 | 0.0020                  | 0.0087              | 0.0002                    | 0.0471              | 0.0000                    | 0.0                  | 0.0                       | 5     |
 
 
 ### Framework versions

tf_model.h5

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:2d6da028f3d7765610ab94cdc25e1fc54d7636d4dd9b245234b0f114d0b275f0
+oid sha256:b151994ff44ce97b8f411c3321d04a452f6679d0ba847b4adb579b61f7262ce0
 size 189768152