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zwlin's Projects

seq2seq icon seq2seq

Sequence to Sequence Learning with Keras

simulatedradarwaveformgenerator icon simulatedradarwaveformgenerator

A software tool that generates simulated radar signals and creates RF datasets for developing and testing machine/deep learning detection algorithms.

speecht icon speecht

An opensource speech-to-text software written in tensorflow

stat212b icon stat212b

Topics Course on Deep Learning UC Berkeley

styleguide icon styleguide

Style guides for Google-originated open-source projects

tagger icon tagger

Deep Unsupervised Perceptual Grouping

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-tutorial icon tensorflow-tutorial

Practical tutorials and labs for TensorFlow used by Nvidia, FFN, CNN, RNN, Kaggle, AE

tfkaldi icon tfkaldi

Speech recognition software where the neural net is trained with TensorFlow and GMM training and decoding is done in Kaldi

torch-residual-networks icon torch-residual-networks

This is a Torch implementation of ["Deep Residual Learning for Image Recognition",Kaiming He, Xiangyu Zhang, Shaoqing Ren, Jian Sun](http://arxiv.org/abs/1512.03385) the winners of the 2015 ILSVRC and COCO challenges.

traffic_light_detection icon traffic_light_detection

Implementation of a traffic light detector for udacity sdc nanodegreee using tensorflow object detection API

vad icon vad

Voice Activity Detection system (Matlab-based implementation)

word2vec icon word2vec

This tool provides an efficient implementation of the continuous bag-of-words and skip-gram architectures for computing vector representations of words. These representations can be subsequently used in many natural language processing applications and for further research.

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