part of Course 131 Data Munging Tips and Tricks

You can stitch images into a movie

ffmpeg -pattern_type glob -i '*.png' -y -c:v libx264 movie_name.mp4

Or break a movie's frames out into images

ffmpeg -i movie_name.mp4 img_%05d.png

Video is a natural way for us to understand three dimensional and time varying information. It's how we navigate the world. Converting images to video is a great way to level up your data science results. It helps you to communicate more clearly and it gives you eye-catching GIFs in the process.

You can go the other direction too and convert video to a sequence of images. This is helpful if you want to do frame-by-frame analysis on video in machine learning applications.


Images are ordered alphabetically by filename and stitched together to make your video.

For the adventurous, you can exercize absolute control over every step of this process. Want to change the frame rate? Use a different video filetype? Add music? Just read through the FFmpeg documentation.

You can help keep open source open

If this solution works for you, consider sending support to the FFmpeg project. Maybe enough to buy a cup of coffee. Or a coffee machine. It goes toward keeping their servers running. All the human work that goes into it is donated.

Good luck in your video production!