Python VGG19.preprocess Examples

Example #1

File: train.py Project: wanjinchang/chainer-dfi

def load_image(path, image_size):
    image = Image.open(path).resize(image_size)
    x = np.asarray(image, dtype=np.float32)
    return VGG19.preprocess(x, input_type='RGB')

Example #2

def preprocess_image(image, image_size, clip_rect=None):
    if clip_rect is not None:
        image = image.crop(clip_rect)
    image = image.resize(image_size, Image.BILINEAR)
    x = np.asarray(image, dtype=np.float32)
    return VGG19.preprocess(x, input_type='RGB')

Example #3

File: train.py Project: charlesyann/chainer-dfi

def preprocess_image(image, image_size):
    image = image.resize(image_size, Image.BILINEAR)
    x = np.asarray(image, dtype=np.float32)
    return VGG19.preprocess(x, input_type='RGB')