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face_recognition
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743815e2
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face_recognition
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face_recognition
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前往新版Gitcode,体验更适合开发者的 AI 搜索 >>
提交
743815e2
编写于
1月 26, 2018
作者:
A
Adam Geitgey
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差异文件
Update webcam examples to show how to recognize more than one face
上级
1477c3ed
变更
2
隐藏空白更改
内联
并排
Showing
2 changed file
with
39 addition
and
6 deletion
+39
-6
examples/facerec_from_webcam.py
examples/facerec_from_webcam.py
+20
-3
examples/facerec_from_webcam_faster.py
examples/facerec_from_webcam_faster.py
+19
-3
未找到文件。
examples/facerec_from_webcam.py
浏览文件 @
743815e2
...
...
@@ -15,6 +15,20 @@ video_capture = cv2.VideoCapture(0)
obama_image
=
face_recognition
.
load_image_file
(
"obama.jpg"
)
obama_face_encoding
=
face_recognition
.
face_encodings
(
obama_image
)[
0
]
# Load a second sample picture and learn how to recognize it.
biden_image
=
face_recognition
.
load_image_file
(
"biden.jpg"
)
biden_face_encoding
=
face_recognition
.
face_encodings
(
biden_image
)[
0
]
# Create arrays of known face encodings and their names
known_face_encodings
=
[
obama_face_encoding
,
biden_face_encoding
]
known_face_names
=
[
"Barack Obama"
,
"Joe Biden"
]
while
True
:
# Grab a single frame of video
ret
,
frame
=
video_capture
.
read
()
...
...
@@ -29,11 +43,14 @@ while True:
# Loop through each face in this frame of video
for
(
top
,
right
,
bottom
,
left
),
face_encoding
in
zip
(
face_locations
,
face_encodings
):
# See if the face is a match for the known face(s)
match
=
face_recognition
.
compare_faces
([
obama_face_encoding
]
,
face_encoding
)
match
es
=
face_recognition
.
compare_faces
(
known_face_encodings
,
face_encoding
)
name
=
"Unknown"
if
match
[
0
]:
name
=
"Barack"
# If a match was found in known_face_encodings, just use the first one.
if
True
in
matches
:
first_match_index
=
matches
.
index
(
True
)
name
=
known_face_names
[
first_match_index
]
# Draw a box around the face
cv2
.
rectangle
(
frame
,
(
left
,
top
),
(
right
,
bottom
),
(
0
,
0
,
255
),
2
)
...
...
examples/facerec_from_webcam_faster.py
浏览文件 @
743815e2
...
...
@@ -17,6 +17,20 @@ video_capture = cv2.VideoCapture(0)
obama_image
=
face_recognition
.
load_image_file
(
"obama.jpg"
)
obama_face_encoding
=
face_recognition
.
face_encodings
(
obama_image
)[
0
]
# Load a second sample picture and learn how to recognize it.
biden_image
=
face_recognition
.
load_image_file
(
"biden.jpg"
)
biden_face_encoding
=
face_recognition
.
face_encodings
(
biden_image
)[
0
]
# Create arrays of known face encodings and their names
known_face_encodings
=
[
obama_face_encoding
,
biden_face_encoding
]
known_face_names
=
[
"Barack Obama"
,
"Joe Biden"
]
# Initialize some variables
face_locations
=
[]
face_encodings
=
[]
...
...
@@ -42,11 +56,13 @@ while True:
face_names
=
[]
for
face_encoding
in
face_encodings
:
# See if the face is a match for the known face(s)
match
=
face_recognition
.
compare_faces
([
obama_face_encoding
]
,
face_encoding
)
match
es
=
face_recognition
.
compare_faces
(
known_face_encodings
,
face_encoding
)
name
=
"Unknown"
if
match
[
0
]:
name
=
"Barack"
# If a match was found in known_face_encodings, just use the first one.
if
True
in
matches
:
first_match_index
=
matches
.
index
(
True
)
name
=
known_face_names
[
first_match_index
]
face_names
.
append
(
name
)
...
...
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