Generating an animated GIF in Python

Question

I\'m trying to generate an animated GIF using images2gif.py (pastebin to the most recent verson : bit.ly/XMMn5h ).

I\'m using this Python script:

Answer 1

Python, Create a .gif from an numpy ndarray of numpy ndarrays representing images :

import os
import numpy as np
from moviepy.editor import ImageSequenceClip
#Installation instructions: 
#    pip install numpy
#    pip install moviepy
#    Moviepy needs ffmpeg tools on your system
#        (I got mine with opencv2 installed with ffmpeg support)

def create_gif(filename, array, fps=10, scale=1.0):
    """creates a gif given a stack of ndarray using moviepy
    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)
    """
    fname, _ = os.path.splitext(filename)   #split the extension by last period
    filename = fname + '.gif'               #ensure the .gif extension
    if array.ndim == 3:                     #If number of dimensions are 3, 
        array = array[..., np.newaxis] * np.ones(3)   #copy into the color 
                                                      #dimension if images are 
                                                      #black and white
    clip = ImageSequenceClip(list(array), fps=fps).resize(scale)
    clip.write_gif(filename, fps=fps)
    return clip

randomimage = np.random.randn(100, 64, 64)       
create_gif('test.gif', randomimage)                 #example 1

myimage = np.ones(shape=(300, 200))
myimage[:] = 25
myimage2 = np.ones(shape=(300, 200))
myimage2[:] = 85
arrayOfNdarray = np.array([myimage, myimage2])

create_gif(filename="grey_then_black.gif",          #example 2
           array=arrayOfNdarray, 
           fps=5, 
           scale=1.3)

Prints:

[MoviePy] Building file test.gif with imageio
100%|██████████████████████████████████████████| 100/100 [00:00<00:00, 905.27it/s]

[MoviePy] Building file grey_then_black.gif with imageio
 67%|█████████████████████████▎                | 2/3 [00:00<00:00, 65.65it/s]

Answer 2

OK I have tested your exact code on two different machines, and it works perfectly on both. One machine is Ubuntu 12.04 and the other is running Windows XP. They are both using Python 2.7, and the latest version of images2gif which I downloaded from here. I recommend the following:

1. check what version of python and the libraries you are using, try and get the latest ones.
2. test it on another machine
3. try and uninstall python and all the libraries and try and re-install

Answer 3

In the list constructor

    (fn for fn in os.listdir('.') if fn.endswith('.gif'))

the endswith is case sensitive, so if you happen to have all GIF images, then they won't be found, and you will get a

    ValueError: max() arg is an empty sequence

error.

I suggest using

    (fn for fn in os.listdir('.') if fn.endswith('.gif') or fn.endswith('.GIF'))

for success with this. Also, it's a good idea to create the animated gif file in the parent (or at least another) directory.