DESCRIPTIONnumm is a python library --- the bastard child of Processing.org and MATLAB, if you will --- that fuses python, numpy, and gstreamer together to create a numerical-computing environment for multimedia generation, analysis, and interaction.
InstallationA Debian package is provided for ease of installation on Debian and derivative operating systems, such as Ubuntu; we recommend you abandon alternative systems and install Debian, but in the interim direct your attention to virtualization software such as VirtualBox.
Numm is available as a package in Debian and Ubuntu: % sudo apt-get install python-numm
UsageAt its simplest, numm provides three pairs of invertable functions that connect common media formats with numpy:
Images represented as (height, width, color) numpy.uint8 arrays.
- image2np(path) → np
- np2image(np, path)
Sounds as (frames, channels) numpy.int16s
- sound2np(path) → np
- np2sound(np, path)
Videos as (frames, height, width, color) numpy.uint8s
- video2np(path) → np
- np2video(np, path)
Additionally, iterators are provided for incremental loading of media files:
- sound_chunks(path) → np iterator
- video_frames(path) → np iterator (by frame)
For rapid-prototyping of interactive numpy-based audio-visual experiments, the numm package has a real-time mode. The numm package installs a program named numm-run, which launches (and reloads on modification) python scripts that may implement any subset of the following functions, which are asynchronously called as needed:
- video_in(a) # webcam
- video_out(a) # mutate a in-place to set video
- audio_in(a) # mic
- audio_out(a) # mutate a for audio output
- mouse_in(type, px, py, button)
- keyboard_in(type, key)