Animation engine for explanatory math videos.
For those who want to play around with this tool, I should be upfront that I've mostly had my own use cases (i.e. 3b1b videos) in mind while building it, and it might not be the most friendly thing to get up and running. In particular, I have not done a great job tracking requirements, and documentation, to put it euphamistically, almost exclusively takes the form of naming conventions.
For 9/10 math animation needs, you'd probably be better off using a more well-maintained tool, like matplotlib, mathematica or even going a non-programatic route with something like After Effects. I also happen to think the program "Grapher" built into osx is really great, and surprisingly versatile for many needs. My own reasons for building this tool and using it for videos are twofold, and I'm not sure how well they apply to other people's use cases.
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If I wish to work with some new type of mathematical thing (e.g. a fractal), or to experiment with a different type of animation, it's easier to work it into the underlying system and manipulate it the same way as more standard objects/animation. Admittedly, though, part of the reason I find this easier is because I'm more familiar with the underlying system here than I am with others. This keeps me from shying away from certain video topics that I would otherwise have no idea how to animate.
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Having my own tool has been a forcing function for having a style which is more original than what I may have otherwise produced. The cost of this was slower video production when the tool was in its early days, and during points when I do some kind of rehaul, but I think the artistic benefit is a real one. If you wish to use this tool and adopt the same style, by all means feel free. In fact, I encourage it. But the tricky part about anything which confers the benefit of originality is that this benefit cannot be easily shared.
Manim dependencies rely on system libraries you will need to install on your operating system:
- ffmpeg
- latex
- sox
Then you can install the python dependencies:
pip install -r requirements.txtNote: pip will install the python module aggdraw from
https://github.com/scottopell/aggdraw-64bits/ and it might requires additional
dependencies.
This doesn't install freetype, but I don't think it's required for this project
Try running the following:
python extract_scene.py example_scenes.py SquareToCircle -pThe -p is for previewing, meaning the the video file will automatically open when it is done rendering. Use -l for a faster rendering at a lower quality. Use -s to skip to the end and just show the final frame. Use -n (number) to skip ahead to the n'th animation of a scene. Use -f to show the file in finder (for osx)
You will probably want to change the ANIMATIONS_DIR constant to be whatever directory you want video files to output to.
Look through the old_projects folder to see the code for previous 3b1b videos. Note, however, that developments are often made to the library without considering backwards compatibility on those old_projects. To run them with a guarantee that they will work, you will have to go back to the commit which complete that project.
While developing a scene, the -s flag is helpful to just see what things look like at the end without having to generate the full animation. It can also be helpful to use the -n flag to skip over some number of animations.
Scene with PiCreatures are somewhat 3b1b specific, so the specific designs for various expressions are not part of the public repo. You should still be able to run them, but they will fall back on using the "plain" expression for the creature.
Since its a bit tricky to get all the dependencies set up just right, there is a Dockerfile provided.
- Install Docker
- Build docker image.
docker build -t manim . - Run it!
docker run --rm -v "$PWD/files":/app/files manim example_scenes.py WarpSquare