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fix fanseg

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iperov 2019-03-19 23:49:41 +04:00
commit fa4e579b95
2 changed files with 12 additions and 4 deletions
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12
facelib/FANSegmentator.py
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@ -3,6 +3,7 @@ import os
import cv2
from pathlib import Path
from nnlib import nnlib
from interact import interact as io
class FANSegmentator(object):
def __init__ (self, resolution, face_type_str, load_weights=True, weights_file_root=None):
@ -19,7 +20,15 @@ class FANSegmentator(object):
if load_weights:
self.model.load_weights (str(self.weights_path))
else:
io.log_info ("Initializing CA weights...")
conv_weights_list = []
for layer in self.model.layers:
if type(layer) == Conv2D:
conv_weights_list += [layer.weights[0]] # Conv2D kernel_weights
CAInitializerMP(conv_weights_list)
self.model.compile(loss='mse', optimizer=Adam(tf_cpu_mode=2))
def __enter__(self):
return self
@ -43,7 +52,6 @@ class FANSegmentator(object):
x = FANSegmentator.EncFlow(ngf=ngf)(x)
x = FANSegmentator.DecFlow(ngf=ngf)(x)
model = Model(inp,x)
model.compile (loss='mse', optimizer=Adam(tf_cpu_mode=2) )
return model
@staticmethod