pkmital Goto Github PK
Name: Parag K Mital
Type: User
Bio: Artist and researcher with 20+ years experience in AI and computational arts
Twitter: pkmital
Location: Los Angeles, CA
Blog: https://pkmital.com
Name: Parag K Mital
Type: User
Bio: Artist and researcher with 20+ years experience in AI and computational arts
Twitter: pkmital
Location: Los Angeles, CA
Blog: https://pkmital.com
.files
Generative Adversarial Network
Community list of startups working with AI in audio and music technology
Performs interactive audio synthesis using a previously trained auto encoder. VIsualizes hidden layer and allows for interaction with hidden units. W/ Andy Sarroff. See Andy's github (woodshop) for more interesting projects using Deep Learning and audio synthesis.
Audio and Music Analysis and Synthesis in Python
ARCHIVED: Contains historical course materials/Homework materials for the FREE MOOC course on "Creative Applications of Deep Learning w/ Tensorflow" #CADL
Testing
Caffe models in TensorFlow
CARPE is "Computational Algorithmic Representation and Processing of Eye-movements". It supports visualizations of film/eye-movements in columnar format, peak-through visualizations, heatmaps, optical flow analysis, gaze clustering, and many other visualization options. See http://thediemproject.wordpress.com for more details. Compuational and Algorithmic Representation and Processing of Eye-movements - OSX Version
CARPE is "Computational Algorithmic Representation and Processing of Eye-movements". It supports visualizations of film/eye-movements in columnar format, peak-through visualizations, heatmaps, optical flow analysis, gaze clustering, and many other visualization options. See http://thediemproject.wordpress.com for more details. Initial release of CARPE hosted for historical purposes. Includes many experimental addons for CARPE including dROIs, GMM, GPU-Flow, and others. See also CARPE and NSCARPE for more recent, stable versions not including the experimental addons.
openFrameworks projects from my course at Srishti's School of Art, Design and Technology's Center for Experimental Media: http://pkmital.com/home/teaching/cema-workshop/
Contrastive Language-Audio Pretraining
This Unreal Engine plugin integrates Convai API for conversational AI and environment perception and action-taking by the AI in Unreal Engine.
(unfinished) storing data in leveldb
Describing CycleGAN (excerpt from CADL course on Kadenze, Inc.)
Discrete Figures AI: Seq2Seq of Dance Data (Mikiko + Daito Manabe + Kyle McDonald)
Matlab scripts specific to the DIEM database
testing eeg encoding/decoding. this produces some gabor wavelets and co-registers the visualization and recording of eeg.
For streaming/logging emotiv eeg headset data
testing some encoding/decoding using EEG. this produces various animations that are co-registered with the recording of eeg.
Some basic tutorials I write to myself as I attempt to learn to work with the Ethereum blockchain
Example of serving a TensorFlow model with Flask and UWSGI
Uses cURL to download from Freesound.org
Does finger tracking, contour analysis, and different types of shape description for the hand contour using a 3D ROI around the hand-tracked by NITE middleware, using OpenCV 2.2, an OpenGL scene, and OpenNI.
LuminOrder: An OS X app to reorder a video in order of its frames' brightness levels.
Python audio and music signal processing library
Magenta: Music and Art Generation with Machine Intelligence
Multiscale Visualization ToolKit
Generative Sound Practice w/ OpenFrameworks
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.