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new threshold values for vgg-face

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tuned on lfw dataset
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Sefik Ilkin Serengil 2024-01-08 16:57:41 +00:00
parent 19f057a712
commit 05013e550c
1 changed files with 6 additions and 1 deletions
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7
deepface/commons/distance.py
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@ -41,7 +41,12 @@ def findThreshold(model_name: str, distance_metric: str) -> float:
base_threshold = {"cosine": 0.40, "euclidean": 0.55, "euclidean_l2": 0.75} base_threshold = {"cosine": 0.40, "euclidean": 0.55, "euclidean_l2": 0.75}
thresholds = { thresholds = {
"VGG-Face": {"cosine": 0.40, "euclidean": 0.60, "euclidean_l2": 0.86}, # "VGG-Face": {"cosine": 0.40, "euclidean": 0.60, "euclidean_l2": 0.86}, # 2622d
"VGG-Face": {
"cosine": 0.68,
"euclidean": 1.17,
"euclidean_l2": 1.17,
}, # 4096d - tuned with LFW
"Facenet": {"cosine": 0.40, "euclidean": 10, "euclidean_l2": 0.80}, "Facenet": {"cosine": 0.40, "euclidean": 10, "euclidean_l2": 0.80},
"Facenet512": {"cosine": 0.30, "euclidean": 23.56, "euclidean_l2": 1.04}, "Facenet512": {"cosine": 0.30, "euclidean": 23.56, "euclidean_l2": 1.04},
"ArcFace": {"cosine": 0.68, "euclidean": 4.15, "euclidean_l2": 1.13}, "ArcFace": {"cosine": 0.68, "euclidean": 4.15, "euclidean_l2": 1.13},