From d9d10f91c2a7ffd4aa48bee5c487d3b87ab52e26 Mon Sep 17 00:00:00 2001 From: Colombo Date: Fri, 20 Sep 2019 17:16:37 +0400 Subject: [PATCH] S3FD and 2DFAN-4 were improperly ported from pytorch. now fixed. --- facelib/2DFAN-4.h5 | Bin 97527616 -> 97168592 bytes ...{LandmarksExtractor.py => FANExtractor.py} | 108 ++++++++++++++++-- facelib/S3FD.h5 | Bin 89980896 -> 89980896 bytes facelib/__init__.py | 2 +- mainscripts/Extractor.py | 2 +- 5 files changed, 98 insertions(+), 14 deletions(-) rename facelib/{LandmarksExtractor.py => FANExtractor.py} (57%) diff --git a/facelib/2DFAN-4.h5 b/facelib/2DFAN-4.h5 index 9b445942217e952e42fb26aff434432978acbd4d..ac782ad4e467158826251165aa344af4caa78d5b 100644 GIT binary patch delta 163499 zcma%kd7Kl)^7v#XS#qq9;GXehi?S6VPRbAcFUDH)v zU42aIz0{EOp=XE0JW6`oKi3Vs(iC4m)!cun^yvwS{WU85NAe8!n%G^&g|Ic(i^s%! zBb?b>WMOxyHVEf$ypYp-DSaaRG>@+?!uW=%|CHICpW*{WZ}4~@#@nS#3l^XzxvTB( zZA|M@k@e9cXK~;>OkZXDSkdlYbCcY?T`7N%6ez)8E&k^XN*8M%gre(9l(S4O^_LpU 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as np import os -import cv2 +import traceback from pathlib import Path -from facelib import FaceType -from facelib import LandmarksProcessor -class LandmarksExtractor(object): - def __init__ (self, keras): - self.keras = keras - K = self.keras.backend +import cv2 +import numpy as np + +from facelib import FaceType, LandmarksProcessor +from nnlib import nnlib + +""" +ported from https://github.com/1adrianb/face-alignment +""" +class FANExtractor(object): + def __init__ (self): + pass def __enter__(self): keras_model_path = Path(__file__).parent / "2DFAN-4.h5" if not keras_model_path.exists(): return None - self.keras_model = self.keras.models.load_model (str(keras_model_path)) + exec( nnlib.import_all(), locals(), globals() ) + self.model = FANExtractor.BuildModel() + self.model.load_weights(str(keras_model_path)) return self def __exit__(self, exc_type=None, exc_value=None, traceback=None): - del self.keras_model + del self.model return False #pass exception between __enter__ and __exit__ to outter level def extract (self, input_image, rects, second_pass_extractor=None, is_bgr=True): @@ -43,7 +49,7 @@ class LandmarksExtractor(object): image = self.crop(input_image, center, scale).astype(np.float32) image = np.expand_dims(image, 0) - predicted = self.keras_model.predict (image).transpose (0,3,1,2) + predicted = self.model.predict (image / 255.0).transpose (0,3,1,2) pts_img = self.get_pts_from_predict ( predicted[-1], center, scale) landmarks.append (pts_img) @@ -118,3 +124,81 @@ class LandmarksExtractor(object): c += 0.5 return np.array( [ self.transform (c[i], center, scale, a.shape[2]) for i in range(a.shape[0]) ] ) + + @staticmethod + def BuildModel(): + def ConvBlock(out_planes, input): + in_planes = K.int_shape(input)[-1] + x = input + x = BatchNormalization(momentum=0.1, epsilon=1e-05)(x) + x = ReLU() (x) + x = out1 = Conv2D( int(out_planes/2), kernel_size=3, strides=1, padding='valid', use_bias = False) (ZeroPadding2D(1)(x)) + + x = BatchNormalization(momentum=0.1, epsilon=1e-05)(x) + x = ReLU() (x) + x = out2 = Conv2D( int(out_planes/4), kernel_size=3, strides=1, padding='valid', use_bias = False) (ZeroPadding2D(1)(x)) + + x = BatchNormalization(momentum=0.1, epsilon=1e-05)(x) + x = ReLU() (x) + x = out3 = Conv2D( int(out_planes/4), kernel_size=3, strides=1, padding='valid', use_bias = False) (ZeroPadding2D(1)(x)) + + x = Concatenate()([out1, out2, out3]) + + if in_planes != out_planes: + downsample = BatchNormalization(momentum=0.1, epsilon=1e-05)(input) + downsample = ReLU() (downsample) + downsample = Conv2D( out_planes, kernel_size=1, strides=1, padding='valid', use_bias = False) (downsample) + x = Add ()([x, downsample]) + else: + x = Add ()([x, input]) + + + return x + + def HourGlass (depth, input): + up1 = ConvBlock(256, input) + + low1 = AveragePooling2D (pool_size=2, strides=2, padding='valid' )(input) + low1 = ConvBlock (256, low1) + + if depth > 1: + low2 = HourGlass (depth-1, low1) + else: + low2 = ConvBlock(256, low1) + + low3 = ConvBlock(256, low2) + + up2 = UpSampling2D(size=2) (low3) + return Add() ( [up1, up2] ) + + FAN_Input = Input ( (256, 256, 3) ) + + x = FAN_Input + + x = Conv2D (64, kernel_size=7, strides=2, padding='valid')(ZeroPadding2D(3)(x)) + x = BatchNormalization(momentum=0.1, epsilon=1e-05)(x) + x = ReLU()(x) + + x = ConvBlock (128, x) + x = AveragePooling2D (pool_size=2, strides=2, padding='valid') (x) + x = ConvBlock (128, x) + x = ConvBlock (256, x) + + outputs = [] + previous = x + for i in range(4): + ll = HourGlass (4, previous) + ll = ConvBlock (256, ll) + + ll = Conv2D(256, kernel_size=1, strides=1, padding='valid') (ll) + ll = BatchNormalization(momentum=0.1, epsilon=1e-05)(ll) + ll = ReLU() (ll) + + tmp_out = Conv2D(68, kernel_size=1, strides=1, padding='valid') (ll) + outputs.append(tmp_out) + + if i < 4 - 1: + ll = Conv2D(256, kernel_size=1, strides=1, padding='valid') (ll) + previous = Add() ( [previous, ll, KL.Conv2D(256, kernel_size=1, strides=1, padding='valid') (tmp_out) ] ) + + return Model(FAN_Input, outputs[-1] ) diff --git a/facelib/S3FD.h5 b/facelib/S3FD.h5 index 5788f655663609a754c6a716d48c48172939b9f7..aed0938a14a33e9e12091ea84036f2a8fe3de740 100644 GIT binary patch delta 7559 zcmY+}cU(<<9Ki8cb&nL1l@OAQ2pL(S$etA`WM^dWJu*Y(8c|tgXU9cm=OQaBvS(yu zM>gg8e(uflc>egjU+28;J@?)-?s=W_J88eOs-#KrV=Ogw#y1_Ln_wAG-)z`K&*fzY z+Unjmv&o-3Q%2|5>6;BRy0QaZtD21%>Z$WvTDq2|&E>g0Bh%c?M(Hw6Mc5l=b-_;~ zG{zT#lg$U~f?sN^46|zNfbWIDxiy`tMl15UbJPB#; z=9>A2mzD=VjYATgx!TxLx$wEkpF#t)$jc z8>y|-PHHc8kUC18BrnNZ@{u}AT_j(rtK=v7OWmaIQV%IW>M8Y-dP{wzzEVG_zZ579 zkOoSFq`^{9fjTBczeiC~34bMj9)Plg3LEq>0ibX|gm$ znkr3`rb{!VnNqMcOPVdsk>*PCr1?^av_M)YEs{c|FezMGENP`B(o$)ev|NgiR!A$Q zNGVE+mR3otr8Ux8X`K`!#Y*d?4bnzwleAgdB5jr8q;1l6X@|5^+9mCl_DJ#4UTI%K zij^+OxGN3+6_;YV=EhmW=1WK`sS7mz1#^$e3@2SkhSPrOfOJqwkPb6mm} zN|aPdFP)H1N~feG>9ll4IxC%%&P&PC1?i%6NxCduky50q(lsenx-Q+2Zc4YL+tMBB zu5?ejFFlYRN{^&8>9O=gN|&BW&!p$l3n@c-DZP?jOK+sN(mUzBlqr3XK1x~AC+V~F 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import FaceType from .DLIBExtractor import DLIBExtractor from .MTCExtractor import MTCExtractor from .S3FDExtractor import S3FDExtractor -from .LandmarksExtractor import LandmarksExtractor +from .FANExtractor import FANExtractor from .FANSegmentator import FANSegmentator from .PoseEstimator import PoseEstimator \ No newline at end of file diff --git a/mainscripts/Extractor.py b/mainscripts/Extractor.py index f74f174..1a1b067 100644 --- a/mainscripts/Extractor.py +++ b/mainscripts/Extractor.py @@ -85,7 +85,7 @@ class ExtractSubprocessor(Subprocessor): elif self.type == 'landmarks': nnlib.import_all (device_config) - self.e = facelib.LandmarksExtractor(nnlib.keras) + self.e = facelib.FANExtractor() self.e.__enter__() if self.device_vram >= 2: self.second_pass_e = facelib.S3FDExtractor()