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Update sample

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  1. sample +19 -6
sample CHANGED
@@ -1,6 +1,5 @@
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- Train accuracy
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- 1515/1515 [00:53<00:00, 28.33it/s]num_classes: 7
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  per_face_accuracy: 0.8964884874006657
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  mean_confidence: 0.90162826
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  class_0_acc: 0.8309014514896867
@@ -16,9 +15,8 @@ IoU: 0.80784581826577
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- Test Accuracy
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- 191/191 [00:10<00:00, 18.99it/s]num_classes: 7
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  per_face_accuracy: 0.864323620706919
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  mean_confidence: 0.89635736
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  class_0_acc: 0.7909681833732467
@@ -34,9 +32,8 @@ IoU: 0.7578926103706184
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- Unseen Accuracy
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- 49/49 [00:03<00:00, 14.00it/s]num_classes: 7
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  per_face_accuracy: 0.866403162055336
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  mean_confidence: 0.8827821
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  class_0_acc: 0.875
@@ -49,3 +46,19 @@ class_6_acc: 0.9120370370370371
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  per_class_accuracy: 0.8747658783864625
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  IoU: 0.7264917818820532
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  49/49 [00:03<00:00, 13.94it/s]
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ Train accuracy = 89.648%
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  per_face_accuracy: 0.8964884874006657
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  mean_confidence: 0.90162826
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  class_0_acc: 0.8309014514896867
 
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+ Test Accuracy = 86.432%
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  per_face_accuracy: 0.864323620706919
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  mean_confidence: 0.89635736
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  class_0_acc: 0.7909681833732467
 
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+ Unseen Accuracy (Current AI Model) = 86.64%
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  per_face_accuracy: 0.866403162055336
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  mean_confidence: 0.8827821
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  class_0_acc: 0.875
 
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  per_class_accuracy: 0.8747658783864625
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  IoU: 0.7264917818820532
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  49/49 [00:03<00:00, 13.94it/s]
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+
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+
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+ Unseen Accuracy (Previous AI Model) = 64.15%
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+
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+ per_face_accuracy: 0.6415019762845849
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+ mean_confidence: 0.79006696
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+ class_0_acc: 0.5881410256410257
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+ class_1_acc: 0.93058568329718
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+ class_2_acc: 0.38207547169811323
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+ class_3_acc: 0.22641509433962265
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+ class_4_acc: 0.6273764258555133
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+ class_5_acc: 0.6433666191155493
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+ class_6_acc: 0.5462962962962963
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+ per_class_accuracy: 0.5634652308919
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+ IoU: 0.40713622181722414
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+ 49/49 [00:08<00:00, 6.12it/s]