“““?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
#?
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#?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
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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(shí)間???名稱
-----------?---------??----------?-----??----
?????文件???????27368??2018-08-22?18:42??MTCNN\det1.npy
?????文件??????401681??2018-08-22?18:42??MTCNN\det2.npy
?????文件?????1557360??2018-08-22?18:43??MTCNN\det3.npy
?????文件???????31697??2018-08-20?13:22??MTCNN\detect_face.py
?????文件????????1621??2018-08-22?18:35??MTCNN\mtcnn.py
?????目錄???????????0??2018-08-27?13:04??MTCNN\