Pinned Repositories
CADL
ARCHIVED: Contains historical course materials/Homework materials for the FREE MOOC course on "Creative Applications of Deep Learning w/ Tensorflow" #CADL
dance2dance
Discrete Figures AI: Seq2Seq of Dance Data (Mikiko + Daito Manabe + Kyle McDonald)
flask-uwsgi-tensorflow
Example of serving a TensorFlow model with Flask and UWSGI
KinectHandAnalysis
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.
pkmFace
facial shape modeling, appearance modeling, and head pose recognition. Uses Jason Mora Saragih's FaceTracker code to track facial landmarks; GreatYao's aam-library for building/reprojecting the model (which may in fact be an uncited port of Jason's DeMoLib).
pkmFFT
pkmFFT provide simple interfaces to the Accelerate.framework for performing vectorized FFT. pkmSTFT builds on pkmFFT to perform Short Time Fourier Transform efficiently using vectorized ops. Also handles options for windowing. pkmDCT provides a simple discrete cosine transform using Accelerate and pkmMatrix.
pycadl
Python package with source code from the course "Creative Applications of Deep Learning w/ TensorFlow"
Real-Time-Object-Detection
real time object detection using opencv and simple UI to select the object to track
tensorflow_tutorials
From the basics to slightly more interesting applications of Tensorflow
time-domain-neural-audio-style-transfer
NIPS2017 "Time Domain Neural Audio Style Transfer" code repository
pkmital's Repositories
pkmital/tensorflow_tutorials
From the basics to slightly more interesting applications of Tensorflow
pkmital/CADL
ARCHIVED: Contains historical course materials/Homework materials for the FREE MOOC course on "Creative Applications of Deep Learning w/ Tensorflow" #CADL
pkmital/pycadl
Python package with source code from the course "Creative Applications of Deep Learning w/ TensorFlow"
pkmital/time-domain-neural-audio-style-transfer
NIPS2017 "Time Domain Neural Audio Style Transfer" code repository
pkmital/dance2dance
Discrete Figures AI: Seq2Seq of Dance Data (Mikiko + Daito Manabe + Kyle McDonald)
pkmital/flask-uwsgi-tensorflow
Example of serving a TensorFlow model with Flask and UWSGI
pkmital/CycleGAN
Describing CycleGAN (excerpt from CADL course on Kadenze, Inc.)
pkmital/MTEC-498-698A-01-Algorithmic-Sound
Generative Sound Practice w/ OpenFrameworks
pkmital/MTIID-MTEC-616-01-2017
Materials for "Audiovisual Interaction w/ Machine Learning", Bachelors (416) and Graduate (616) course @ CalArts MTIID MTEC
pkmital/pkmAudio
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 ops using pkmMatrix and OSX's library Accelerate.
pkmital/seq2seq
Exploring audio modeling / synthesis w/ seq2seq
pkmital/BregmanToolkit
Audio and Music Analysis and Synthesis in Python
pkmital/pkmMatrix
pkmMatrix provides a lightweight Matrix class using the Accelerate.framework for vectorized operations
pkmital/ai-audio-startups
Community list of startups working with AI in audio and music technology
pkmital/caffe-tensorflow
Caffe models in TensorFlow
pkmital/tensorflow-python3-jupyter
Docker container with python 3 version of tensorflow accompanied by jupyter
pkmital/CADLBook
Testing
pkmital/magenta
Magenta: Music and Art Generation with Machine Intelligence
pkmital/SendTextPlus
An improved SendText plugin for Sublime Text. Send text to various programs. Works with R, Python and Julia
pkmital/tensorflow
Computation using data flow graphs for scalable machine learning
pkmital/tfdeploy
Deploy tensorflow graphs for faster evaluation and export to tensorflow-less environments running numpy.
pkmital/UnrealOpenAIPlugin
pkmital/.files
.files
pkmital/CLAP
Contrastive Language-Audio Pretraining
pkmital/ethereum-tutorials
Some basic tutorials I write to myself as I attempt to learn to work with the Ethereum blockchain
pkmital/madmom
Python audio and music signal processing library
pkmital/nginx-flask-postgres-docker-compose-example
A working example of nginx+flask+postgres multi-container setup using Docker Compose
pkmital/pymde
Minimum-distortion embedding with PyTorch
pkmital/sampleRNN_ICLR2017
SampleRNN: An Unconditional End-to-End Neural Audio Generation Model
pkmital/ST3
Packages for my setup of sublime text 3