def process_image()

in data/audioVisual_dataset.py [0:0]


def process_image(image, augment):
    image = image.resize((480,240))
    w,h = image.size
    w_offset = w - 448
    h_offset = h - 224
    left = random.randrange(0, w_offset + 1)
    upper = random.randrange(0, h_offset + 1)
    image = image.crop((left, upper, left+448, upper+224))

    if augment:
        enhancer = ImageEnhance.Brightness(image)
        image = enhancer.enhance(random.random()*0.6 + 0.7)
        enhancer = ImageEnhance.Color(image)
        image = enhancer.enhance(random.random()*0.6 + 0.7)
    return image