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@Synopsis
  • Course materials/Homework materials for the FREE MOOC course on "Creative Applications of Deep Learning w/ Tensorflow" #CADL

    Jupyter Notebook 962 565 Apache-2.0 Updated Jan 10, 2018
  • .files

    Vim script 1 Updated Dec 22, 2017
  • Python package with source code from the course "Creative Applications of Deep Learning w/ TensorFlow"

    Python 299 45 Updated Dec 22, 2017
  • NIPS2017 "Time Domain Neural Audio Style Transfer" code repository

    Python 44 5 Apache-2.0 Updated Dec 6, 2017
  • From the basics to slightly more interesting applications of Tensorflow

    Jupyter Notebook 4,406 912 Updated Oct 25, 2017
  • Example of serving a TensorFlow model with Flask and UWSGI

    Python 15 2 Apache-2.0 Updated Sep 6, 2017
  • Magenta: Music and Art Generation with Machine Intelligence

    Jupyter Notebook 1,500 Updated Jun 19, 2017
  • Materials for "Audiovisual Interaction w/ Machine Learning", Bachelors (416) and Graduate (616) course @ CalArts MTIID MTEC

    C++ 8 2 Apache-2.0 Updated May 16, 2017
  • SampleRNN: An Unconditional End-to-End Neural Audio Generation Model

    Python 59 Updated Feb 9, 2017
  • Packages for my setup of sublime text 3

    Python Updated Jan 11, 2017
  • Docker container with python 3 version of tensorflow accompanied by jupyter

    Python 3 10 Updated Dec 26, 2016
  • Testing

    1 Updated Aug 30, 2016
  • An improved SendText plugin for Sublime Text. Send text to various programs. Works with R, Python and Julia

    Python 1 7 Updated Jul 9, 2016
  • Caffe models in TensorFlow

    Python 2 712 Updated Apr 12, 2016
  • Deploy tensorflow graphs for faster evaluation and export to tensorflow-less environments running numpy.

    Python 1 36 Updated Mar 11, 2016
  • Audio and Music Analysis and Synthesis in Python

    Jupyter Notebook 32 Updated Feb 19, 2016
  • Sound synthesis library. Implements a number of feature databses including frame-based, segment-based, and sequence-based audio analysis/storing/retrieval. Also includes libraries for GPS-based synthesis including binarualization retrieval. Complements many other libraries including pkmBinaural and Memory Mosaic. Heavy dependence on vectorized o…

    C++ 7 2 Updated Jan 4, 2016
  • pkmMatrix provides a lightweight Matrix class using the Accelerate.framework for vectorized operations

    C++ 2 Updated Jan 4, 2016
  • Generative Adversarial Network

    Python 4 Updated Nov 24, 2015
  • real time object detection using opencv and simple UI to select the object to track

    C++ 35 24 Updated Sep 29, 2015
  • openFrameworks addon for visualizing and interfacing with pre-trained models in Caffe: Convolutional Architectures for Fast Feature Embedding. Requires Caffe, openFrameworks 64-bit, glog, hdf5, OpenCV, CUDA, pkmMatrix, and pkmHeatmap. Pre-trained models not included but can be found linked in Caffe's "Model Zoo" and placed in the bin/data direct…

    C 12 Updated Jul 23, 2015
  • quadtree

    C++ Updated Apr 22, 2015
  • Kalman filter optimized for iOS/OSX

    C++ 3 1 Updated Apr 22, 2015
  • Locality Sensitive Hashing

    C++ 1 Updated Mar 29, 2015
  • Interface for OpenCV's TV-L1 Duality Based Approach to Optical Flow. Does some additional tricks to speed up processing, allow for analysis of the spatio-temporal changes in flow, and visualize the results.

    C++ 8 2 Updated Mar 29, 2015
  • 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. CARPE using NSWindow, Multiple Heatmaps, XML file settings, Difference of He…

    C++ 3 Updated Feb 17, 2015
  • GPU Shader implementation of common heatmap/colormaps for mapping grayscale->colormap such as JET, COOL, HOT, difference heatmaps which map to similar ranges, and support for sending point list for creating a Gaussian Mixture Model which can be visualized as a heatmap or readback for your own purposes..

    C Updated Feb 6, 2015
  • 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/

    C++ 3 3 Updated Jan 22, 2015
  • Interfacing libcluster for doing Variational Dirichlet Process Gaussian Mixture Models. Depends on Eigen3 and pkmMatrix. Libcluster included.

    C++ 2 1 Updated Jan 12, 2015
  • 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…

    C++ 1 Updated Jan 7, 2015