nodes/THtianhao-ComfyUI-Portrait-Maker
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update socre

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toto
2023-12-18 14:29:24 +08:00
parent 7861f289c5
commit 0c06d3e3bf
1 changed files with 9 additions and 5 deletions
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portrait/nodes.py
+9 -5
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@@ -494,21 +494,25 @@ class SimilarityPM:
"main_image": ("IMAGE",),
"compare_image": ("IMAGE",),
"model": (["sim"],),
"result_prefix": ("STRING")
},
"optional": {
"avatar_box": ("BOX",),
},
}
RETURN_TYPES = ("FLOAT",)
RETURN_TYPES = ("STRING",)
FUNCTION = "similarity_compare"
CATEGORY = "protrait/model"
def similarity_compare(self, main_image, compare_image, model):
def similarity_compare(self, main_image, compare_image, model, result_prefix):
main_image_copy = tensor_to_img(main_image)
compare_image_copy = tensor_to_img(compare_image)
score = None
if model == "sim":
root_embedding = get_face_recognition(dict(user=Image.fromarray(np.uint8(main_image))))[OutputKeys.IMG_EMBEDDING]
compare_embedding = face_recognition(dict(user=Image.fromarray(np.uint8(compare_image))))[OutputKeys.IMG_EMBEDDING]
root_embedding = get_face_recognition()(dict(user=Image.fromarray(np.uint8(main_image_copy))))[OutputKeys.IMG_EMBEDDING]
compare_embedding = get_face_recognition()(dict(user=Image.fromarray(np.uint8(compare_image_copy))))[OutputKeys.IMG_EMBEDDING]
score = float(np.dot(root_embedding, np.transpose(compare_embedding))[0][0])
return (score,)
result = f"{result_prefix}_{round(score, 2)}"
return (result,)