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Save a numpy array (a stack of images) as a gif using moviepy
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import os | |
from moviepy.editor import ImageSequenceClip | |
def gif(filename, array, fps=10, scale=1.0): | |
"""Creates a gif given a stack of images using moviepy | |
Notes | |
----- | |
works with current Github version of moviepy (not the pip version) | |
https://github.com/Zulko/moviepy/commit/d4c9c37bc88261d8ed8b5d9b7c317d13b2cdf62e | |
Usage | |
----- | |
>>> X = randn(100, 64, 64) | |
>>> gif('test.gif', X) | |
Parameters | |
---------- | |
filename : string | |
The filename of the gif to write to | |
array : array_like | |
A numpy array that contains a sequence of images | |
fps : int | |
frames per second (default: 10) | |
scale : float | |
how much to rescale each image by (default: 1.0) | |
""" | |
# ensure that the file has the .gif extension | |
fname, _ = os.path.splitext(filename) | |
filename = fname + '.gif' | |
# copy into the color dimension if the images are black and white | |
if array.ndim == 3: | |
array = array[..., np.newaxis] * np.ones(3) | |
# make the moviepy clip | |
clip = ImageSequenceClip(list(array), fps=fps).resize(scale) | |
clip.write_gif(filename, fps=fps) | |
return clip |
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