“““?Tensorflow?implementation?of?the?face?detection?/?alignment?algorithm?found?at
https://github.com/kpzhang93/MTCNN_face_detection_alignment
“““
#?MIT?License
#?
#?Copyright?（c）?2016?David?Sandberg
#?
#?Permission?is?hereby?granted?free?of?charge?to?any?person?obtaining?a?copy
#?of?this?software?and?associated?documentation?files?（the?“Software“）?to?deal
#?in?the?Software?without?restriction?including?without?limitation?the?rights
#?to?use?copy?modify?merge?publish?distribute?sublicense?and/or?sell
#?copies?of?the?Software?and?to?permit?persons?to?whom?the?Software?is
#?furnished?to?do?so?subject?to?the?following?conditions:
#?
#?The?above?copyright?notice?and?this?permission?notice?shall?be?included?in?all
#?copies?or?substantial?portions?of?the?Software.
#?
#?THE?SOFTWARE?IS?PROVIDED?“AS?IS“?WITHOUT?WARRANTY?OF?ANY?KIND?EXPRESS?OR
#?IMPLIED?INCLUDING?BUT?NOT?LIMITED?TO?THE?WARRANTIES?OF?MERCHANTABILITY
#?FITNESS?FOR?A?PARTICULAR?PURPOSE?AND?NONINFRINGEMENT.?IN?NO?EVENT?SHALL?THE
#?AUTHORS?OR?COPYRIGHT?HOLDERS?BE?LIABLE?FOR?ANY?CLAIM?DAMAGES?OR?OTHER
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#?OUT?OF?OR?IN?CONNECTION?WITH?THE?SOFTWARE?OR?THE?USE?OR?OTHER?DEALINGS?IN?THE
#?SOFTWARE.

from?__future__?import?absolute_import
from?__future__?import?division
from?__future__?import?print_function
from?six?import?string_types?iteritems

import?numpy?as?np
import?tensorflow?as?tf
#from?math?import?floor
import?cv2
import?os

def?layer（op）:
????“““Decorator?for?composable?network?layers.“““

????def?layer_decorated（self?*args?**kwargs）:
????????#?Automatically?set?a?name?if?not?provided.
????????name?=?kwargs.setdefault（‘name‘?self.get_unique_name（op.__name__））
????????#?Figure?out?the?layer?inputs.
????????if?len（self.terminals）?==?0:
????????????raise?RuntimeError（‘No?input?variables?found?for?layer?%s.‘?%?name）
????????elif?len（self.terminals）?==?1:
????????????layer_input?=?self.terminals[0]
????????else:
????????????layer_input?=?list（self.terminals）
????????#?Perform?the?operation?and?get?the?output.
????????layer_output?=?op（self?layer_input?*args?**kwargs）
????????#?Add?to?layer?LUT.
????????self.layers[name]?=?layer_output
????????#?This?output?is?now?the?input?for?the?next?layer.
????????self.feed（layer_output）
????????#?Return?self?for?chained?calls.
????????return?self

????return?layer_decorated

class?Network（object）:

????def?__init__（self?inputs?trainable=True）:
????????#?The?input?nodes?for?this?network
????????self.inputs?=?inputs
????????#?The?current?list?of?terminal?nodes
????????self.terminals?=?[]
????????#?Mapping?from?layer?names?to?layers
????????self.layers?=?dict（inputs）
????????#?If?true?the?resulting?variables?are?set?as?trainable
????????self.trainable?=?trainable

????????self.setup（）

????def?setup（self）:
????????“““Construct?the?network.?“““
????????raise?NotImplementedError（‘Must?be?implemented?by?the?subclass.‘）

????def?load（self?data_path?session?i

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????目錄???????????0??2018-02-25?08:36??facebroadcast-demo-f88e91f73c3308993313d75bc2631920d0d16187\
?????文件????????1061??2018-02-25?08:36??facebroadcast-demo-f88e91f73c3308993313d75bc2631920d0d16187\LICENSE
?????文件????????1807??2018-02-25?08:36??facebroadcast-demo-f88e91f73c3308993313d75bc2631920d0d16187\README.md
?????目錄???????????0??2018-02-25?08:36??facebroadcast-demo-f88e91f73c3308993313d75bc2631920d0d16187\__pycache__\
?????文件???????22048??2018-02-25?08:36??facebroadcast-demo-f88e91f73c3308993313d75bc2631920d0d16187\__pycache__\detect_face.cpython-36.pyc
?????文件????????6618??2018-02-25?08:36??facebroadcast-demo-f88e91f73c3308993313d75bc2631920d0d16187\__pycache__\face.cpython-36.pyc
?????文件???????17952??2018-02-25?08:36??facebroadcast-demo-f88e91f73c3308993313d75bc2631920d0d16187\__pycache__\facenet.cpython-36.pyc
?????文件????????6274??2018-02-25?08:36??facebroadcast-demo-f88e91f73c3308993313d75bc2631920d0d16187\__pycache__\fhog.cpython-36.pyc
?????文件???????10383??2018-02-25?08:36??facebroadcast-demo-f88e91f73c3308993313d75bc2631920d0d16187\__pycache__\kcftracker.cpython-36.pyc
?????文件???????27368??2018-02-25?08:36??facebroadcast-demo-f88e91f73c3308993313d75bc2631920d0d16187\det1.npy
?????文件??????401681??2018-02-25?08:36??facebroadcast-demo-f88e91f73c3308993313d75bc2631920d0d16187\det2.npy
?????文件?????1557360??2018-02-25?08:36??facebroadcast-demo-f88e91f73c3308993313d75bc2631920d0d16187\det3.npy
?????文件???????31697??2018-02-25?08:36??facebroadcast-demo-f88e91f73c3308993313d75bc2631920d0d16187\detect_face.py
?????文件???????27357??2018-02-25?08:36??facebroadcast-demo-f88e91f73c3308993313d75bc2631920d0d16187\detect_face.pyc
?????文件????????8263??2018-02-25?08:36??facebroadcast-demo-f88e91f73c3308993313d75bc2631920d0d16187\export_embeddings.py
?????文件????????8516??2018-02-25?08:36??facebroadcast-demo-f88e91f73c3308993313d75bc2631920d0d16187\face.py
?????文件????????7618??2018-02-25?08:36??facebroadcast-demo-f88e91f73c3308993313d75bc2631920d0d16187\face.pyc
?????目錄???????????0??2018-02-25?08:36??facebroadcast-demo-f88e91f73c3308993313d75bc2631920d0d16187\face_lib\
?????文件?????????592??2018-02-25?08:36??facebroadcast-demo-f88e91f73c3308993313d75bc2631920d0d16187\face_lib\li.npy
?????文件?????????592??2018-02-25?08:36??facebroadcast-demo-f88e91f73c3308993313d75bc2631920d0d16187\face_lib\liu.npy
?????文件?????????592??2018-02-25?08:36??facebroadcast-demo-f88e91f73c3308993313d75bc2631920d0d16187\face_lib\wang.npy
?????文件???????22155??2018-02-25?08:36??facebroadcast-demo-f88e91f73c3308993313d75bc2631920d0d16187\facenet.py
?????文件???????21586??2018-02-25?08:36??facebroadcast-demo-f88e91f73c3308993313d75bc2631920d0d16187\facenet.pyc
?????文件???????12483??2018-02-25?08:36??facebroadcast-demo-f88e91f73c3308993313d75bc2631920d0d16187\fhog.py
?????文件????????7355??2018-02-25?08:36??facebroadcast-demo-f88e91f73c3308993313d75bc2631920d0d16187\fhog.pyc
?????文件???????11946??2018-02-25?08:36??facebroadcast-demo-f88e91f73c3308993313d75bc2631920d0d16187\kcftracker.py
?????文件???????12721??2018-02-25?08:36??facebroadcast-demo-f88e91f73c3308993313d75bc2631920d0d16187\kcftracker.pyc
?????文件?????????592??2018-02-25?08:36??facebroadcast-demo-f88e91f73c3308993313d75bc2631920d0d16187\li.npy
?????文件?????????592??2018-02-25?08:36??facebroadcast-demo-f88e91f73c3308993313d75bc2631920d0d16187\liu.npy
?????文件????????6164??2018-02-25?08:36??facebroadcast-demo-f88e91f73c3308993313d75bc2631920d0d16187\predict.py
?????文件????????3713??2018-02-25?08:36??facebroadcast-demo-f88e91f73c3308993313d75bc2631920d0d16187\run.py
............此處省略2個文件信息