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strategy_embedding
Commits
7baf847a
Commit
7baf847a
authored
Sep 14, 2020
by
赵威
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parent
aaec3097
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1 changed file
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3 additions
and
2 deletions
+3
-2
diary_cover_similarity.py
src/diary_cover_similarity.py
+3
-2
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src/diary_cover_similarity.py
View file @
7baf847a
...
@@ -95,6 +95,7 @@ def save_faiss_index(load_file, save_path):
...
@@ -95,6 +95,7 @@ def save_faiss_index(load_file, save_path):
index2
=
faiss
.
IndexIDMap
(
index
)
index2
=
faiss
.
IndexIDMap
(
index
)
index2
.
add_with_ids
(
features_np
,
ids_np
)
index2
.
add_with_ids
(
features_np
,
ids_np
)
faiss
.
write_index
(
index2
,
save_path
)
faiss
.
write_index
(
index2
,
save_path
)
print
(
"faiss index saved"
)
def
get_similar_diary_ids_by_url
(
url
,
index
,
face_to_vec_f
,
limit
=
0.1
):
def
get_similar_diary_ids_by_url
(
url
,
index
,
face_to_vec_f
,
limit
=
0.1
):
...
@@ -147,7 +148,7 @@ def main():
...
@@ -147,7 +148,7 @@ def main():
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)
faiss_index
=
faiss
.
read_index
(
faiss_index_path
)
faiss_index
=
faiss
.
read_index
(
faiss_index_path
)
...
@@ -188,7 +189,7 @@ def main():
...
@@ -188,7 +189,7 @@ def main():
-
0.015351934358477592
,
-
0.04335442930459976
,
-
0.26258283853530884
,
-
0.021509556099772453
,
0.12185295671224594
,
-
0.015351934358477592
,
-
0.04335442930459976
,
-
0.26258283853530884
,
-
0.021509556099772453
,
0.12185295671224594
,
-
0.011788002215325832
,
0.01337978895753622
,
-
0.008025042712688446
-
0.011788002215325832
,
0.01337978895753622
,
-
0.008025042712688446
]
]
res
=
get_similar_diary_ids_by_face_features
(
a
)
res
=
get_similar_diary_ids_by_face_features
(
a
,
faiss_index
,
face_to_vec_f
)
print
(
res
)
print
(
res
)
...
...
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