def __init__(self, batchsize=1, img_height=224, img_width=224, FCN_CLASSES=21):
self.batchsize = batchsize
self.img_height = img_height
self.img_width = img_width
self.FCN_CLASSES = FCN_CLASSES
self.vgg16 = VGG16(include_top=False,
weights='imagenet',
input_tensor=None,
input_shape=(3, self.img_height, self.img_width))
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