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Peng Dai's Projects

deepvideoanalytics icon deepvideoanalytics

A highly configurable visual search & analytics platform for images and videos.

dewave icon dewave

Single-channel blind source separation

dlwin icon dlwin

GPU-accelerated Deep Learning on Windows 10 native

docrec icon docrec

Keyword extraction and document recommendation in conversations

eccv2016 icon eccv2016

Code to replicate "Generating Visual Explanations"

eesen icon eesen

The official repository of the Eesen project

environmentalsoundclassification icon environmentalsoundclassification

Here, an algorithm to classify environmental sounds with the aim of providing contextual information to devices such as hearing aids for optimum performance is proposed. We use signal sub-band energy to construct signal-dependent dictionary and matching pursuit algorithms to obtain a sparse representation of a signal. The coefficients of the sparse vector are used as weights to compute weighted features. These features, along with mel frequency cepstral coefficients (MFCC), are used as feature vectors for classification. Experimental results show that the proposed method gives an accuracy as high as 95.6 %, while classifying 14 categories of environmental sound using a Gaussian mixture model (GMM). For more details, please refer to [1].

eos icon eos

A lightweight 3D Morphable Face Model fitting library in modern C++11/14

etl-cms icon etl-cms

Workproducts to ETL CMS datasets into OMOP Common Data Model

face-frontalization icon face-frontalization

This is a port of the Face Frontalization code provided by Hassner et al. at http://www.openu.ac.il/home/hassner/projects/frontalize

face-swap icon face-swap

Face swapping, Image morphing, Image warping.

faceswap icon faceswap

Non official project based on original /r/Deepfakes thread. Many thanks to him!

factorizablenet icon factorizablenet

Factorizable Net (Multi-GPU version): An Efficient Subgraph-based Framework for Scene Graph Generation

fcis icon fcis

Fully Convolutional Instance-aware Semantic Segmentation

goatools icon goatools

Python scripts to find enrichment of GO terms

gtts icon gtts

Module and command line utility to save spoken text to mp3 via the Google Text to Speech (TTS) API

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