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strategy_embedding
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strategy_embedding
Commits
20ac613f
Commit
20ac613f
authored
Sep 10, 2020
by
赵威
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df29b9ba
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diary_cover_similarity.py
src/diary_cover_similarity.py
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src/diary_cover_similarity.py
View file @
20ac613f
...
@@ -95,13 +95,13 @@ def save_faiss_index(load_file, save_path):
...
@@ -95,13 +95,13 @@ 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
):
def
get_similar_diary_ids_by_url
(
url
,
index
,
face_to_vec_f
,
limit
=
0
):
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
)
for
face
in
faces
:
for
face
in
faces
:
face_feature
=
np
.
array
(
json
.
loads
(
face
[
"feature"
]))
.
astype
(
"float32"
)
face_feature
=
np
.
array
(
json
.
loads
(
face
[
"feature"
]))
.
astype
(
"float32"
)
_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
))
res
=
list
(
zip
(
ids
,
scores
))
...
...
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