Discover genekogan/MachineYearning Open Source project

t-SNE dimensionality reduction technique for openFrameworks

205

ofxTSNE

an openframeworks app which repeatedly applies real-time style transfer on a webcam

197

CubistMirror

openFrameworks addon for calibrating a Kinect to a projector for real-time projection mapping onto moving surfaces

148

ofxKinectProjectorToolkit

General-purpose machine learning library for openFrameworks, supporting classification, regression, and clustering tasks

126

ofxLearn

addon for openFrameworks for controlling Ableton Live

ofxAbletonLive

A wrapper for the Leap Motion SDK compatible with Leap 2.0 Beta with skeletal tracking

ofxLeapMotion2

openFrameworks addon for calibrating a KinectV2 to a projector for real-time projection mapping onto tracked spaces

ofxKinectProjectorToolkitV2

code for Blink performance project -- classification of KinectV2 dancer gestures/poses -> write Arduino code

Kinect2Gesture

example of t-SNE to fc7 activations of a convnet (keras + sklearn)

image-tSNE

language + text generation + summarization using Keras and Sumy

text-learning

a collection of sketches for p5.js

p5js-sketches

audio sample t-SNE in Processing

AudioTSNE

runway client for openframeworks (w.i.p.)

ofxRunway

IPython notebook for clustering and visualizing documents using tf-idf analysis and t-SNE, example of Wikipedia articles

wiki-tSNE

HTML

ofxScreenGrab

Screen capturing utility for OpenFrameworks, for recording your desktop to an ofTexture

audio-tSNE

analyze audio sample database with librosa, visualize with openframeworks

[Deprecated] OpenFrameworks addon for creating and drawing to multiple separate windows

ofxSecondWindow

powerpoint replacement for openframeworks

ofxPwrrPoint

openFrameworks addon implementing a self-organizing map

ofxSelfOrganizingMap

merging captions and generating videos from densecap frame sequences

densecap-video

Generative seashell mesh creation in Processing

SeashellGenerator

Java

Auto-Photo-Mosaic

A Matlab framework for composing photo mosaics

Tools and templates for OpenFrameworks

OF-tools

application streaming LeapMotion data and derived statistics

LeapMotionOSC

automatic generation of photo mosaics in openframeworks

Mosaic

Application which streams one Kinect user's skeleton coordinates over OSC

KinectOSC

Online sandbox for p5.js with code editing, saving, and browsing

p5js-sandbox

simple mashups of openframeworks addons

ofxaddons-bingo

A fancy-ish implementation in Processing of Craig Reynold's Boids program, with camera control and 3d modeling of the boids

FlockingBoids

A series of SuperCollider sound instruments controllable via LeapMotion hand tracker

LeapMotion-SuperCollider-Instruments

SuperCollider

screengrab-caption

an openframeworks app that live-captions your desktop screen with a neural net

Bennington_GenerativeArt

course notes and code for Generative Art course DA2108 at Bennington College, fall semester 2015

sequencer addon for openframeworks which supports discrete or continuous cell values

ofxSequencer

wifi_geolocation

Get your latitude/longitude via wifi access points

Privately averaging everyone's faces together without sharing actual pictures

secret_face

A twitter bot which generates pseudo-Shakesperean prose every 30 minutes

RobotShakespeare

openframeworks addon for generating TouchOsc layouts

ofxTouchOsc

ofxProjectionMapping

simple projection mapping addon for openframeworks, sitting on top of ofxVideoMapping

openframeworks addon for generating GUI, managing OSC, presets, and sequencers (W.I.P.)

ofxControl

a collection of high-level tools and templates for OpenFrameworks

OF-tools-and-templates

A collection of openFrameworks standalone apps for sending and receiving OSC between apps

osc-modules

W.I.P. app for real-time reverse image search using a convnet, PCA, and KD-Tree (openframeworks)

deepdream

w.i.p.

Jupyter Notebook

ReverseImageSearchRealTime

KDTree implementation for fast nearest-neighbor search on variable-sized points, based on nanoflann

ofxKDTree

openframeworks addon for controlling SuperCollider via OSC

ofxSuperCollider

ofxConvexHull

openframeworks addon for calculating the 2d convex hull of an array of points

Makefile

course-ml4a

Jupyter Notebook

sfpc-code

code examples made in sfpc, fall 2015,

collection of submodules linking to model forks

models

KinectProjectorCalibration

R&D for KinectProjectorToolkit

ml4a-slides

neural-art-tools

ofxSpreadsheet

spreadsheet editor for openFrameworks

face_tracker

Runway Face Tracker (test example)

applications for the Manta controller

Manta

simple convenience class for draggable points (openframeworks)

ofxDraggable

openframeworks + raspberry pi

Visuals

openFrameworks addon for generating layouts for the iOS/Android OSC-sending app Control

ofxControlOSC

A face tracking model for Runway (example for SDK tutorial pt 2)

Runway-FaceTracker

personal website + alt-AI

genekogan.github.io

Code created for or in machine learning for artists class at ITP-NYU, spring 2016

ml4a-ITP-s16

fast_neural_style

Processing sketches for workshop at Anderson Ranch

AndersonRanch-workshop

getting tiles from mapbox

mapbox_dl

tools for interfacing SuperCollider with OpenFrameworks

SuperCollider

simple drawing canvas with buttons/gui

ofxCanvas

openFrameworks addon for modeling a data distribution as a Gaussian mixture model

ofxGMM

GPT3-FoxDot

GPT3 livecoding in FoxDot

openframeworks addon for principal component analysis, based on Eigen

ofxPCA

clickable touchscreen keyboard addon for openframeworks

ofxOnscreenKeyboard

generative geometry sketches in Processing using Hemesh library

generative-geometry

code examples from Quad-C lectures at Parsons MFA-DT, 4/11 - 4/12

Parsons-Quad-C-workshops

ml4a-workshop

ml4a-workshop materials

Simple virtual (easily extendable) clickable button element for interfaces

ofxClickable

code for creative coding class at kurukshetra festival, guindy college, chennai 2016

kurukshetra

CV application to track a sandbox and turn it into a label map image

ofxSandboxTracker

using LiveOSC for openFrameworks + Ableton Live communication, parameterization

OF-Ableton-Osc

ofxPointInPolyline

[obsolete] lightweight openframeworks addon for checking if a point lies inside a polygon

addon to create a scrollable canvas with a large image in it, using a shader

ofxScrollableImage

minimal node.js template with express and sockets.io with basic server-client two-way communication

node-template

Personal electronic journal logging system in Python using SQLite and Alfred

LoggerOld

Training application for Birl, using ofxLearn and ofxUI.

Birl

control AudioUnits (mac) via OSC

AudioUnitOSC

ofxHistogram

addon for getting the color histogram of an image in openframeworks

Makefile

of-templates

templates for openFrameworks wrapping common and uncommon routines for audio & video

pix2pix-clients

draw tessellations in Processing

Tessellator

Two processing programs to visualize what dimensionality reduction means (for educational purposes)

PCA_demos

Earth mover's distance for openFrameworks

ofxEMD

syfter

facecount

experiment in multi-player generativity. work in progress

ExquisiteShader

GLSL

NabiMusic

doodles to music for nabi center install

genekogan.com

ethblockart-p5-stars

deepdream_caffe

working with google's deepdream / inceptionism