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Update LFW results with changes from #50.
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Brandon Amos committed Dec 11, 2015
1 parent 0898626 commit d81f76e
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Showing 5 changed files with 28 additions and 13 deletions.
2 changes: 2 additions & 0 deletions .gitignore
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Expand Up @@ -13,6 +13,8 @@ images/examples-aligned

evaluation/*/*.csv
evaluation/*/*.pdf
evaluation/attic/*/*.csv
evaluation/attic/*/*.pdf

demos/web/bower_components
demos/web/unknown*.npy
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4 changes: 2 additions & 2 deletions docs/accuracy.md
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Expand Up @@ -5,8 +5,8 @@ on the standard
[LFW](http://vis-www.cs.umass.edu/lfw/results.html)
benchmark.
We had to fallback to using the deep funneled versions for
152 of 13233 images because dlib failed to detect a face or landmarks.
We obtain a mean accuracy of 0.8483 ± 0.0172 with an AUC of 0.923.
58 of 13233 images because dlib failed to detect a face or landmarks.
We obtain a mean accuracy of 0.8138 ± 0.0149 with an AUC of 0.893.
For comparison, training with Google-scale data results in an
accuracy of .9963 ± 0.009.

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fold, threshold, accuracy
0, 0.71, 0.86
1, 0.71, 0.83
2, 0.77, 0.82
3, 0.70, 0.84
4, 0.68, 0.82
5, 0.71, 0.85
6, 0.69, 0.85
7, 0.71, 0.85
8, 0.71, 0.86
9, 0.67, 0.88

avg, 0.8483 +/- 0.0172
22 changes: 11 additions & 11 deletions evaluation/lfw.nn4.v1.epoch-177/accuracies.txt
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@@ -1,13 +1,13 @@
fold, threshold, accuracy
0, 0.71, 0.86
1, 0.71, 0.83
2, 0.77, 0.82
3, 0.70, 0.84
4, 0.68, 0.82
5, 0.71, 0.85
6, 0.69, 0.85
7, 0.71, 0.85
8, 0.71, 0.86
9, 0.67, 0.88
0, 0.68, 0.82
1, 0.68, 0.81
2, 0.68, 0.79
3, 0.68, 0.80
4, 0.68, 0.81
5, 0.68, 0.83
6, 0.68, 0.83
7, 0.68, 0.82
8, 0.68, 0.81
9, 0.60, 0.80

avg, 0.8483 +/- 0.0172
avg, 0.8138 +/- 0.0149
Binary file modified images/nn4.v1.lfw.roc.png
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