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alternative thresholds as comment

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Sefik Ilkin Serengil 2020-06-01 14:52:23 +03:00 committed by GitHub
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deepface/commons/functions.py
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@ -81,6 +81,18 @@ def initializeFolder():
"""
#----------------------------------
"""
TODO: C4.5 tree finds the following split points for cosine, euclidean, euclidean_l2 respectively.
Check these thresholds in unit tests.
vgg-face: 0.3147, 0.4764, 0.7933
facenet: 0.4062, 11.2632, 0.9014
openface: 0.1118, 0.4729, 0.4729
deepface: 0.1349, 42.2178, 0.5194
"""
"""
TODO: create an ensemble method
"""
def findThreshold(model_name, distance_metric):
threshold = 0.40