Heimer-rojas's workspace
Runs
8
Notes
Runtime
batch
comparator
dilation_rate
epochs
histogram
layers_and_filters
loss function
train_dataset
F1_score_real_dataset
F1_score_test_synthetic
acc
accuracy_real_dataset
accuracy_test_synthetic
epoch
loss
mse
precision_real_dataset
precision_test_synthetic
recall_real_dataset
recall_test_synthetic
threshold
From 1 original 10 synthetic - 0% random objects - 100% similar anomaly objects
1h 15m 42s
32
ssim
3
30
true
[32,64,128]
loss_ssim
Casting_1_10_0_100_10K
0.86726
0.98039
0.22555
0.88
0.98
29
0.012971
0.0005593
0.9703
0.96154
0.784
1
0.005
From 1 original 10 synthetic - 0% random objects - 100% similar anomaly objects
44m 41s
32
ssim
3
30
true
[32,64,128]
loss_ssim
Casting_1_10_0_100_10K
0.82664
0.9901
0.27207
0.849
0.99
29
0.013018
0.0005561
0.97035
0.98039
0.72
1
0.0054
From 1 original 10 synthetic - 0% random objects - 100% similar anomaly objects
2h 30m 15s
32
ssim
3
50
true
[32,64,128]
loss_ssim
Casting_1_10_0_100_10K
0.77529
0.999
0.2938
0.8145
0.999
49
0.011113
0.00043003
0.9831
1
0.64
0.998
0.0056
From 1 original 10 synthetic - 50% random objects - 50% similar anomaly objects
1h 34m 15s
32
ssim
3
30
true
[32,64,128]
loss_ssim
Casting_1_10_50_50_10K
0.75342
0.96787
0.33543
0.7925
0.967
29
0.044986
0.0041731
0.92826
0.94307
0.634
0.994
0.0075
From 1 original 10 synthetic - 100% random objects - 0% similar anomaly objects
31m
32
ssim
3
30
true
[32,64,128]
loss_ssim
Casting_1_10_100_0_10K
0.56879
1
0.3717
0.696
1
17
0.07434
0.0075863
0.97805
1
0.401
1
0.01
From 1 original 10 synthetic - 100% random objects - 0% similar anomaly objects
55m
32
ssim
3
30
true
[32,64,128]
loss_ssim
Casting_1_10_100_0_10K
0.56125
1
0.27746
0.692
1
29
0.074964
0.008285
0.97525
1
0.394
1
0.01
From 1 original 10 synthetic - 50% random objects - 50% similar anomaly objects
2h 14m 26s
32
ssim
3
30
true
[32,64,128]
loss_ssim
Casting_1_10_50_50_10K
-
-
0.29744
-
-
21
0.053192
0.0048981
-
-
-
-
-
From 1 original 10 synthetic - 0% random objects - 100% similar anomaly objects
1m 25s
32
ssim
3
30
true
[32,64,128]
loss_ssim
Casting_1_10_0_100_10K
-
-
-
-
-
-
-
-
-
-
-
-
-
1-8
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