Video editing with Python
MoviePy (full documentation) is a Python library for video editing: cutting, concatenations, title insertions, video compositing (a.k.a. non-linear editing), video processing, and creation of custom effects. See the gallery for some examples of use.
MoviePy can read and write all the most common audio and video formats, including GIF, and runs on Windows/Mac/Linux, with Python 2.7+ and 3 (or only Python 3.4+ from v.1.0). Here it is in action in an IPython notebook:
In this example we open a video file, select the subclip between t=50s and t=60s, add a title at the center of the screen, and write the result to a new file:
from moviepy.editor import * video = VideoFileClip("myHolidays.mp4").subclip(50,60) # Make the text. Many more options are available. txt_clip = ( TextClip("My Holidays 2013",fontsize=70,color='white') .set_position('center') .set_duration(10) ) result = CompositeVideoClip([video, txt_clip]) # Overlay text on video result.write_videofile("myHolidays_edited.webm",fps=25) # Many options...
MoviePy depends on the Python modules Numpy, imageio, Decorator, and tqdm, which will be automatically installed during MoviePy’s installation. The software FFMPEG should be automatically downloaded/installed (by imageio) during your first use of MoviePy (installation will take a few seconds). If you want to use a specific version of FFMPEG, follow the instructions in config_defaults.py. In case of trouble, provide feedback.
$ (sudo) python setup.py install
Installation with pip: if you have pip installed, just type this in a terminal:
$ (sudo) pip install moviepy
If you have neither setuptools nor ez_setup installed, the command above will fail. In this case type this before installing:
$ (sudo) pip install ez_setup
Optional but useful dependencies
You can install moviepy with all dependencies via:
$ (sudo) pip install moviepy[optional]
ImageMagick is not strictly required, but needed if you want to incorporate texts. It can also be used as a backend for GIFs, though you can also create GIFs with MoviePy without ImageMagick.
Once you have installed ImageMagick, it will be automatically detected by MoviePy, except on Windows! Windows users, before installing MoviePy by hand, need to edit moviepy/config_defaults.py to provide the path to the ImageMagick binary, which is called
convert. It should look like this:
IMAGEMAGICK_BINARY = "C:\\Program Files\\ImageMagick_VERSION\\convert.exe"
PyGame is needed for video and sound previews (not relevant if you intend to work with MoviePy on a server but essential for advanced video editing by hand).
For advanced image processing, you will need one or several of the following packages:
- The Python Imaging Library (PIL) or, even better, its branch Pillow.
- Scipy (for tracking, segmenting, etc.) can be used to resize video clips if PIL and OpenCV are not installed.
- Scikit Image may be needed for some advanced image manipulation.
- OpenCV 2.4.6 or a more recent version (one that provides the package cv2) may be needed for some advanced image manipulation.
Once you have installed it, ImageMagick will be automatically detected by MoviePy, (except for windows users and Ubuntu 16.04LTS users).
For Windows users, before installing MoviePy by hand, go into the moviepy/config_defaults.py file and provide the path to the ImageMagick binary called magick. It should look like this:
IMAGEMAGICK_BINARY = "C:\\Program Files\\ImageMagick_VERSION\\magick.exe"
If you are using an older version of ImageMagick, keep in mind the name of the executable is not magick.exe but convert.exe. In that case, the IMAGEMAGICK_BINARY property should be C:\\Program Files\\ImageMagick_VERSION\\convert.exe
For Ubuntu 16.04LTS users, after installing MoviePy on the terminal, IMAGEMAGICK will not be detected by moviepy. This bug can be fixed. Modify the file in this directory: /etc/ImageMagick-6/policy.xml, comment out the statement <!– <policy domain=”path” rights=”none” pattern=”@*” /> –>.
PyGame is needed for video and sound previews (useless if you intend to work with MoviePy on a server but really essential for advanced video editing by hand).
For instance, using the method clip.resize requires that at least one of Scipy, PIL, Pillow or OpenCV is installed.
build_docs has additional dependencies that require installation.
$ (sudo) pip install moviepy[docs]
The documentation can be generated and viewed via:
$ python setup.py build_docs
You can pass additional arguments to the documentation build, such as clean build:
$ python setup.py build_docs -E
More information is available from the Sphinx documentation.
New in 0.2.4.0: Progress bars and messages with Proglog
Non-backwards-compatible changes were introduced in 0.2.3.6 to manage progress bars and messages using Proglog, which enables to display nice progress bars in the console as well as in a Jupyter notebook or any user interface, like a website.
To display notebook friendly progress bars, first install IPyWidgets:
sudo pip install ipywidgets sudo jupyter nbextension enable --py --sys-prefix widgetsnbextension
Then at the beginning of your notebook enter:
import proglog proglog.notebook()
Have a look at the Proglog project page for more options.
The testing suite can be executed via:
$ python setup.py test
Running the test suite in this manner will install the testing dependencies. If you opt to run the test suite manually, you can install the dependencies via:
$ (sudo) pip install moviepy[test]
MoviePy is open-source software originally written by Zulko and released under the MIT licence. The project is hosted on GitHub, where everyone is welcome to contribute, ask for help or simply give feedback. Please read our Contributing Guidelines for more information about how to contribute!
We have a list of labels used in our Label Wiki. The ‘Pull Requests’ labels are well defined, and all PRs should fall under exactly one of these. The ‘Issues’ labels are less precise, and may not be a complete list.
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