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yohannesb's Projects

advsr icon advsr

Adversarial Subword Regularization forRobust Neural Machine Translation

convnet icon convnet

Convolutional Neural Networks for Matlab. Has versions for GPU and CPU, written on CUDA, C++ and Matlab. All versions work identically. The GPU version uses kernels from Alex Krizhevsky's library 'cuda-convnet2'.

deeplearntoolbox icon deeplearntoolbox

Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.

english-amharic-parallel-corpus icon english-amharic-parallel-corpus

This repository caontains English-Amharic parallel corpus . We used different tools and techniques to collect the parallel corpus. As the main tools HTTrack and Heritrix are utilized to crawl and archive different websites and news blogs. Additionally, we downloaded a considerable amount of legal documents from different sources. Finally, we extracted the parallelly aligned text data from the collected raw data and merged them into a single UTF-8 file for each language. Still now we have collected a total of 225,304 sentences for each language.

ethiopian-face-recognition-database-local-database- icon ethiopian-face-recognition-database-local-database-

Arbitrary Image from Video frames is a database of static face images which are captured from movie frames for face recognition test. These Images were captured from Standalone and TV-series movies. Images were captured within different Illumination, pose, occlusion , background, facial expressions, makeup and even for some of the subjects aging. There are 45 different individuals each with 10 up to 21 images. When we see the gender ratio 25 are males and 20 are females. This database is one of the challenging databases in face recognition research.

hsrmbeamertheme icon hsrmbeamertheme

Beamer theme that complies with the corporate design of the RheinMain University of Applied Sciences.

nmt_gan icon nmt_gan

generative adversarial nets for neural machine translation

nmtpy icon nmtpy

nmtpy is a Python framework based on dl4mt-tutorial to experiment with Neural Machine Translation pipelines.

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