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 # Test Results
 
-- **Test Loss**: 0.2172
-- **Test Accuracy**: 0.9381
+- **Test Loss**: 0.2042
+- **Test Accuracy**: 0.9415
 
 ## Sample Predictions
 
 | Image Index | True Label | Predicted Label |
 |-------------|------------|------------------|
-| 3783 | 9 | 9 |
-| 6780 | 4 | 4 |
-| 7305 | 6 | 6 |
-| 2226 | 0 | 0 |
-| 3096 | 4 | 4 |
+| 7605 | 7 | 7 |
+| 6547 | 4 | 4 |
+| 6863 | 3 | 3 |
+| 7185 | 3 | 3 |
+| 3551 | 4 | 4 |
 
 ### Sample Images
-![Sample 01](images/sample_01.png) True: 8, Pred: 8
-![Sample 02](images/sample_02.png) True: 9, Pred: 9
-![Sample 03](images/sample_03.png) True: 9, Pred: 9
-![Sample 04](images/sample_04.png) True: 4, Pred: 4
-![Sample 05](images/sample_05.png) True: 3, Pred: 3
+![Sample 01](images/sample_01.png) True: 0, Pred: 0
+![Sample 02](images/sample_02.png) True: 0, Pred: 0
+![Sample 03](images/sample_03.png) True: 3, Pred: 3
+![Sample 04](images/sample_04.png) True: 8, Pred: 8
+![Sample 05](images/sample_05.png) True: 2, Pred: 2
 
 ## Test Accuracy Visual
 ![Test Accuracy](images/test_accuracy.png)