anim_gif_demo.py

"""
generate cool animation morphing effect for all digits
sampler is assumed to be an instance of Sampler()
"""


def create_z_array():
    z_array = []
    for i in range(10):
        z_array.append(sampler.encode(sampler.get_random_specific_mnist(i)))
        sampler.show_image_from_z(z_array[i])
    return z_array


def make_img_data_array(z_array_input, sinusoid=True, fps=24, x_dim=1080, y_dim=1080):
    z_array = list(z_array_input)
    n = len(z_array)
    data = []
    for i in range(n - 1):
        print("Morphing Image #", i)
        sampler.show_image_from_z(z_array[i])
        data.append(
            sampler.morph(
                z_array[i],
                z_array[i + 1],
                fps,
                sinusoid=sinusoid,
                x_dim=x_dim,
                y_dim=y_dim,
            )
        )
    sampler.show_image_from_z(z_array[n - 1])
    data.append(
        sampler.morph(
            z_array[n - 1], z_array[0], fps, sinusoid=sinusoid, x_dim=x_dim, y_dim=y_dim
        )
    )
    return data


def write_data_array_as_gif(data_array, filename, fps=24):
    result = []
    for i in range(len(data_array)):
        result = result + data_array[i]
    sampler.save_anim_gif(result, filename, 1.0 / float(fps))