kylemcdonald/ml-examples

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Created almost 9 years ago
Updated about 6 years ago

kylemcdonald/ml-examples

kylemcdonald

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Examples of machine learning, with an emphasis on deep learning.

ml-examples

These examples work best inside ml-notebook.

If you are running ml-examples with ml-notebook, then you don't need to do anything special. ml-notebook will clone this repository and update all the submodules.

If you are running ml-examples without ml-notebook, just run ./setup.sh to download all the submodules.

FreeWifi

How to get free wifi.

ofxFaceTracker

CLM face tracking addon for openFrameworks based on Jason Saragih's FaceTracker.

FaceTracker

Real time deformable face tracking in C++ with OpenCV 3.

ofxCv

Alternative approach to interfacing with OpenCv from openFrameworks.

AudioNotebooks

Collection of notebooks and scripts related to audio processing and machine learning.

Jupyter Notebook

Parametric-t-SNE

Running parametric t-SNE by Laurens Van Der Maaten with Octave and oct2py.

Jupyter Notebook

AppropriatingNewTechnologies

A half-semester class at ITP.

cv-examples

A collection of computer vision examples in JavaScript for the browser.

Coloring-t-SNE

Exploration of methods for coloring t-SNE.

Jupyter Notebook

ethereum-nft-activity

Estimate the total emissions for popular CryptoArt platforms.

Jupyter Notebook

ml-notebook

Dockerfile for multiple machine learning tools.

ofxFft

FFT addon for openFrameworks that wrapps FFTW and KissFFT.

SmileCNN

Smile detection with a deep convolutional neural net, with Keras.

Jupyter Notebook

ofxCcv

libccv addon for openFrameworks

ofxEdsdk

Interfacing with Canon cameras from openFrameworks for OSX. An alternative to ofxCanon and CanonCameraWrapper.

nvidia-co2

Adds gCO2eq emissions to nvidia-smi.

OpenFit

Open source jeans.

CloudToGrid

Example of converting a 2d point cloud to a 2d grid via the assignment problem.

Jupyter Notebook

python-utils

Disorganized collection of useful functions for working with audio and images, especially in the context of machine learning.

LightLeaks

An immersive installation built from a pile of mirror balls and a few projectors.

Jupyter Notebook

openFrameworksDemos

Collection of assorted demos and examples for openFrameworks that don't fit anywhere else.

Makerbot

Experiments and projects while in residence at Makerbot Industries.

gpt-2-poetry

Generating poetry with GPT-2.

Jupyter Notebook

ofxDmx

DMX Pro wrapper for openFrameworks

ofxBlackmagic

Simplified and optimized Black Magic DeckLink SDK grabber.

ethereum-emissions

Estimating the daily energy usage for Ethereum.

Jupyter Notebook

ofxBlur

A very fast, configurable GPU blur addon that can also simulate bloom and different kernel shapes.

ofxAssignment

A tool for matching point clouds or other kinds of data. Useful for making grids from point clouds.

ExhaustingACrowd

SharingFaces

COVIDPause

Chrome extension for pausing all mentions of COVID-19.

i2i-realtime

SharingInterviews

A collection of interviews about creators sharing work, with an emphasis on open source, media art, and digital communities.

ofxFaceShift

Network-based addon for interfacing with FaceShift Studio from openFrameworks.

KernelizedSorting

Mirror of Kernelized Sorting code by Novi Quadrianto.

BlindSelfPortrait

An interactive installation that guides your hand to draw a self portrait.

Jupyter Notebook

ImageRearranger

Rearrange mosaics by similarity.

Jupyter Notebook

ofxCameraFilter

A one-shot effect for simulating: vignetting, lens distortion, chromatic aberration, blur/bloom, and noise grain.

ofxTesseract

tesseract-ocr wrapper for openFrameworks

arxiv-visual-summary

Tool for extracting a visual summary of new papers uploaded to ArXiv.

EmbeddingScripts

Collection of scripts for visualizing high dimensional data with scikit-learn and bh_tsne

ofxFaceTracker-iOS

Example of using ofxFaceTracker on iOS.

ofxTiming

Timing utilities for handling recurring events, fading, framerate counting.

ofxLibdc

Open Frameworks wrapper for libdc1394.

ofxVirtualKinect

Creates a virtual kinect depth image from an arbitrary position and orientation, using ofxKinect.

mueller-unredacter

Generating text completions based on the Mueller report

whopaysartists

ofxAudioDecoder

An openFrameworks addon for m4a/aac, mp3, wav, and other file loading.

ofxAutostereogram

Small library for producing autostereograms, as popularized by the "Magic Eye" book series.

covid-mobility-data

Simple script for digitizing the plots in .pdf files from Google's "Community Mobile Reports".

3dsav

Code for 3d Sensing and Visualization class.

ofxZxing

openFrameworks wrapper of ZXing for detecting and decoding QR Codes in real time.

structured-light

Automatically exported from code.google.com/p/structured-light

Messages

Endless Bytebeat synthesis. Generative shader code for audio and visuals.

Eyeshine

SoundParts

Collection of classes for working with sound in C++.

ofxLaunchpad

Interface for Novation Launchpad MIDI controller.

MultiscaleTuring

An implementation of multiscale turing patterns with openFrameworks and OpenCV.

reverse-tunnel

Make a reverse tunnel from OSX to a Linux machine.

facepp

Face tracking and augmentation: a collaboration between Zach Lieberman, Daito Manabe, and Kyle McDonald.

ofxPathfinder

Small and efficient A* pathfinding addon for openFrameworks, supporting variable terrain costs.

prnetjs

Port of PRNet face analysis tool to JavaScript using TensorFlow.js

socialroulette.net

ofxMetaballs

Metaballs implementations for openFrameworks using marching cubes and marching tetrahedrons.

sakoku-explorer

Explore your data from Facebook and Google.

FisheyeToEquirectangular

Scripts for converting pairs of Hikvision fisheye videos to equirectangular videos.

ofxHeadPoseEstimator

openFrameworks example using ofxKinect to demonstrate research from Gabriele Fanelli.

Transcranial

Interactive dance performance with Klaus Obermaier and Daito Manabe.

ScreenLab

ScreenLab 0x02 residency with Joanie Lemercier.

ableton-web-sync

prores-raw-export

ofxBvh

openFrameworks addon for parsing, rendering, manipulating and saving BVH files.

ofxConnexion

Wraps 3dConnexionClient for openFrameworks on OSX

ofxCurvesTool

An interface for controlling a 1D cubic spline, continuously evaluated and stored in a lookup table.

DohaInstallation

Multi-monitor interactive installation for Wafaa Bilal's 3rdi.

DigitalInteraction

Code related to the FITC 2013 "Digital Interaction" workshop with Daito Manabe.

Barneys

Work on a custom 4m sculpture designed to scatter light in every direction.

BaristaBot

BaristaBot draws your portrait in your latte.

UVCExample

Example of using libuvc with openFrameworks on Mac.

HowWeActTogether-Tracking

Facetracking for How We Act Together.

t-SNEPreprocessingComparison

Comparison of two techniques for pre-processing data for t-SNE (PCA and convolutional autoencoder).

Jupyter Notebook

tSNESearch

Example of loading t-SNE organized sounds into openFrameworks.

Serendipity

A visualization: every second a few people hit "play" on the same Spotify track.

Roseheading

Endless glitch facets of a "fractured, frozen" mosaic, our data in the cloud.

TheJanusMachine

PhotoMosaic

PhotoMosaic app that loads from a folder of images and regularly transitions.

3dCalibration

Tools for calibrating 3d cameras to 2d cameras using openFrameworks.

AndyWarholMachine

Interactive installation for "Andy Warhol: Manufactured" at the Anchorage Museum.

ofxVCGLib

VCG for OF: based on work from Akira-Hayasaka, wrapping the VCG library for OF friendliness

ofxVicon

Wrapper for interfacing to the Vicon motion capture system with openFrameworks.

AppleStore

GoingPublic

Tweets anything sent via direct message that is prefixed with a ~ (tilde).

Highsight

CameraHacking

Processing sketches for an analog+digital camera hacking workshop with Chris Woebken.

facework

express-photobooth

Example of a basic photobooth with Express, getUserMedia, and canvas-to-blob.

SubdivisionOfRoam

Installation for Chris Milk, in collaboration with Golan Levin and Emily Gobeille.

HappyThings

A background app that automatically posts a screenshot every time you smile.

kylemcdonald.net

Repository for my website: things that can't be hosted elsewhere.

everyautocomplete

Get every autocomplete result.