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strategy_embedding
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strategy_embedding
Commits
b5de32b6
Commit
b5de32b6
authored
Sep 10, 2020
by
赵威
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add limit
parent
20ac613f
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1 changed file
with
7 additions
and
3 deletions
+7
-3
diary_cover_similarity.py
src/diary_cover_similarity.py
+7
-3
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src/diary_cover_similarity.py
View file @
b5de32b6
...
@@ -95,7 +95,7 @@ def save_faiss_index(load_file, save_path):
...
@@ -95,7 +95,7 @@ def save_faiss_index(load_file, save_path):
faiss
.
write_index
(
index2
,
save_path
)
faiss
.
write_index
(
index2
,
save_path
)
def
get_similar_diary_ids_by_url
(
url
,
index
,
face_to_vec_f
,
limit
=
0
):
def
get_similar_diary_ids_by_url
(
url
,
index
,
face_to_vec_f
,
limit
=
0
.1
):
img
=
url_to_ndarray
(
url
)
img
=
url_to_ndarray
(
url
)
if
img
.
any
():
if
img
.
any
():
faces
=
face_to_vec_f
(
img
)
faces
=
face_to_vec_f
(
img
)
...
@@ -104,7 +104,11 @@ def get_similar_diary_ids_by_url(url, index, face_to_vec_f, limit=0):
...
@@ -104,7 +104,11 @@ def get_similar_diary_ids_by_url(url, index, face_to_vec_f, limit=0):
_scores
,
_ids
=
index
.
search
(
np
.
array
([
face_feature
]),
10
)
_scores
,
_ids
=
index
.
search
(
np
.
array
([
face_feature
]),
10
)
ids
=
_ids
.
flat
ids
=
_ids
.
flat
scores
=
_scores
.
flat
scores
=
_scores
.
flat
res
=
list
(
zip
(
ids
,
scores
))
tmp
=
list
(
zip
(
ids
,
scores
))
res
=
[]
for
(
id
,
score
)
in
tmp
:
if
score
>=
limit
:
res
.
append
((
id
,
score
))
res
.
sort
(
key
=
lambda
x
:
x
[
1
],
reverse
=
True
)
res
.
sort
(
key
=
lambda
x
:
x
[
1
],
reverse
=
True
)
return
res
return
res
else
:
else
:
...
@@ -133,7 +137,7 @@ def main():
...
@@ -133,7 +137,7 @@ def main():
img_url
=
"https://pic.igengmei.com/2020/07/03/1437/1b9975bb0b81-w"
img_url
=
"https://pic.igengmei.com/2020/07/03/1437/1b9975bb0b81-w"
res
=
get_similar_diary_ids_by_url
(
img_url
,
faiss_index
,
face_to_vec_f
)
res
=
get_similar_diary_ids_by_url
(
img_url
,
faiss_index
,
face_to_vec_f
,
limit
=
0.18232107
)
print
(
res
)
print
(
res
)
# a = [
# a = [
...
...
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