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Andrew Carl's Projects

mu_removal icon mu_removal

CNN that removes lipstick from the faces of caucasian women.

mutagen icon mutagen

Python 2/3 module for handling audio metadata

mv-gru icon mv-gru

Code for my TKDE paper (under second review).

mvcsnp icon mvcsnp

Code release for "Multi-view Consistency as Supervisory Signal for Learning Shape and Pose Prediction"

mvtae-multivariate-temporal-autoencoder icon mvtae-multivariate-temporal-autoencoder

This code demonstrates a multi-branch deep neural network approach to tackling the problem of multivariate temporal sequence prediction by modelling a latent state vector representation of data windows through the use of a recurrent autoencoder and predictive model.

mwua icon mwua

Python code implementing the MWUA algorithm and a Linear Program solver

mxnet-memonger icon mxnet-memonger

Sublinear memory optimization for deep learning, reduce GPU memory cost to train deeper nets

mxnet-ssd icon mxnet-ssd

MXNet port of SSD: Single Shot MultiBox Object Detector. Reimplementation of https://github.com/weiliu89/caffe/tree/ssd

mxnet-the-straight-dope icon mxnet-the-straight-dope

An interactive book on deep learning. Much easy, so MXNet. Wow. [Straight Dope is growing up] ---> Much of this content has been incorporated into the new Dive into Deep Learning Book available at https://d2l.ai/.

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