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strategy_embedding
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strategy_embedding
Commits
09e238cb
Commit
09e238cb
authored
Sep 10, 2020
by
赵威
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7 additions
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5 deletions
+7
-5
diary_cover_similarity.py
src/diary_cover_similarity.py
+7
-5
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src/diary_cover_similarity.py
View file @
09e238cb
...
@@ -67,10 +67,12 @@ def save_faiss_index(load_file, save_path):
...
@@ -67,10 +67,12 @@ def save_faiss_index(load_file, save_path):
ids_np
=
np
.
array
(
ids
)
.
astype
(
"float32"
)
ids_np
=
np
.
array
(
ids
)
.
astype
(
"float32"
)
features_np
=
np
.
array
(
features
)
.
astype
(
"int"
)
features_np
=
np
.
array
(
features
)
.
astype
(
"int"
)
print
(
ids_np
)
print
(
features_np
)
index
=
faiss
.
IndexHNSWFlat
(
128
,
32
)
index
=
faiss
.
IndexHNSWFlat
(
128
,
32
)
index
=
faiss
.
IndexIDMap
(
index
)
index
2
=
faiss
.
IndexIDMap
(
index
)
index
.
add_with_ids
(
features_np
,
ids_np
)
index
2
.
add_with_ids
(
features_np
,
ids_np
)
faiss
.
write_index
(
index
,
save_path
)
faiss
.
write_index
(
index
2
,
save_path
)
def
main
():
def
main
():
...
@@ -88,7 +90,7 @@ def main():
...
@@ -88,7 +90,7 @@ def main():
shape_predictor
=
dlib
.
shape_predictor
(
shape_model_path
)
shape_predictor
=
dlib
.
shape_predictor
(
shape_model_path
)
face_to_vec_f
=
lambda
img
:
face_to_vec
(
img
,
face_rec
,
face_detector
,
shape_predictor
)
face_to_vec_f
=
lambda
img
:
face_to_vec
(
img
,
face_rec
,
face_detector
,
shape_predictor
)
save_diary_image_info
(
diary_after_cover_vec_file
,
face_to_vec_f
)
#
save_diary_image_info(diary_after_cover_vec_file, face_to_vec_f)
save_faiss_index
(
diary_after_cover_vec_file
,
faiss_index_path
)
save_faiss_index
(
diary_after_cover_vec_file
,
faiss_index_path
)
# img_url = "https://pic.igengmei.com/2020/07/03/1437/1b9975bb0b81-w"
# img_url = "https://pic.igengmei.com/2020/07/03/1437/1b9975bb0b81-w"
...
@@ -127,4 +129,4 @@ if __name__ == "__main__":
...
@@ -127,4 +129,4 @@ if __name__ == "__main__":
main
()
main
()
print
(
"total cost: {:.2f}mins"
.
format
((
time
.
time
()
-
begin_time
)
)
/
60
)
print
(
"total cost: {:.2f}mins"
.
format
((
time
.
time
()
-
begin_time
)
/
60
)
)
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