Heimer-rojas's workspace
Runs
12
Notes
Runtime
batch
comparator
dilation_rate
epochs
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 1 synthetic - 100% random objects - 0% similar anomaly objects
1h 13m 26s
32
ssmi
3
30
[32,64,128]
ssmi_loss
Crack_1_1_100_0_10K
0.98952
0.99701
0.96191
0.9895
0.997
29
0.054667
0.0030034
0.98804
0.99404
0.991
1
0.03
From 1 original 50 synthetic - 50% random objects - 50% similar anomaly objects
1h 2m 1s
32
ssmi
3
30
[32,64,128]
ssmi_loss
Crack_1_50_50_50_10K
0.97609
0.999
0.97693
0.9755
0.999
17
0.047864
0.0021479
0.95329
1
1
0.998
0.025
From 1 original 50 synthetic - 0% random objects - 100% similar anomaly objects
1h 1m 10s
32
ssmi
3
30
[32,64,128]
ssmi_loss
Crack_1_50_0_100_10K
0.97652
0.99497
0.97243
0.976
0.995
29
0.038865
0.0013768
0.95594
1
0.998
0.99
0.03
From 1 original 50 synthetic - 100% random objects - 0% similar anomaly objects
1h 54s
32
ssmi
3
30
[32,64,128]
ssmi_loss
Crack_1_50_100_0_10K
0.9808
1
0.97703
0.9805
1
12
0.053065
0.0025737
0.96605
1
0.996
1
0.02
From 1 original 10 synthetic - 50% random objects - 50% similar anomaly objects
1h 15m 36s
32
ssmi
3
30
[32,64,128]
ssmi_loss
Crack_1_10_50_50_10K
0.98765
1
0.9622
0.9875
1
29
0.045416
0.0020188
0.97561
1
1
1
0.025
From 1 original 10 synthetic- 0% random objects - 100% similar anomaly objects
1h 15m 26s
32
ssmi
3
30
[32,64,128]
ssmi_loss
Crack_1_10_0_100_10K
0.99059
0.99497
0.96222
0.9905
0.995
29
0.039482
0.0014374
0.98135
1
1
0.99
0.03
From 1 original 10 synthetic - 100% random objects - 0% similar anomaly objects
1h 12m 46s
32
ssmi
3
30
[32,64,128]
ssmi_loss
Crack_1_10_100_0_10K
0.98753
1
0.9622
0.9875
1
15
0.052429
0.0026476
0.98507
1
0.99
1
0.03
From 1 original 5 synthetic - 50% random objects - 50% similar anomaly objects
1h 14m 26s
32
ssmi
3
30
[32,64,128]
ssmi_loss
Crack_1_5_50_50_10K
0.98765
0.98709
0.96617
0.9875
0.987
29
0.046836
0.0021875
0.97561
0.98028
1
0.994
0.03
From 1 original 5 synthetic - 0% random objects - 100% similar anomaly objects
1h 15m 51s
32
ssmi
3
30
[32,64,128]
ssmi_loss
Crack_1_5_0_100_10K
0.98474
0.9891
0.96617
0.9845
0.989
29
0.040373
0.0016168
0.96993
0.98035
1
0.998
0.025
From 1 original 5 synthetic - 100% random objects - 0% similar anomaly objects
1h 22m 24s
32
ssmi
3
30
[32,64,128]
ssmi_loss
Crack_1_5_100_0_10K
0.98332
1
0.96617
0.9835
1
28
0.048879
0.0022276
0.99387
1
0.973
1
0.03
From 1 original 1 synthetic - 50% random objects - 50% similar anomaly objects
1h 21m 28s
32
ssmi
3
30
[32,64,128]
ssmi_loss
Crack_1_1_50_50_10K
0.99057
0.98492
0.96376
0.9905
0.985
27
0.049044
0.0024596
0.98325
0.9899
0.998
0.98
0.03
From 1 original 1 synthetic - 0% random objects - 100% similar anomaly objects
1h 22m 39s
32
ssmi
3
30
[32,64,128]
ssmi_loss
Crack_1_1_0_100_10K
0.9935
0.99299
0.96396
0.9935
0.993
29
0.028785
0.00093319
0.99301
0.99399
0.994
0.992
0.035
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