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Martin Franzner's Projects

auvsi-cv-objecttracking icon auvsi-cv-objecttracking

Learn how to track an object across video frames. Object tracking using histogram based tracking, tracking occluded or hidden objects using a Kalman Filter, and multiple objects tracking are covered. An example of tracking a moving ball will be used.

began-tensorflow icon began-tensorflow

Tensorflow implementation of "BEGAN: Boundary Equilibrium Generative Adversarial Networks"

breakout icon breakout

Breakout in C for the imperative prog course

cities-from-space icon cities-from-space

A web app used to classify images of Cities at Night taken from the International Space Station

compilador icon compilador

This was an academic task from "Compilers" class. We should implement an really simple compiler with lexical and syntactic analyzers for an pseudocode language. It includes an tradutor from this pseudocode to Pascal. I didn't found the specification of this language, but I guess, beside the beginner's codification, this could be useful for someone who's starting to study how compilers work. As all other academic codes, all strings are in brazillian portuguese (no internacionalization).

deeplob-deep-convolutional-neural-networks-for-limit-order-books icon deeplob-deep-convolutional-neural-networks-for-limit-order-books

This jupyter notebook is used to demonstrate our recent work, "DeepLOB: Deep Convolutional Neural Networks for Limit Order Books", published in IEEE Transactions on Singal Processing. We use FI-2010 dataset and present how model architecture is constructed here. The FI-2010 is publicly avilable and interested readers can check out their paper.

deeponeclass icon deeponeclass

Deep learning based one class classification code targeting one class image classification. Tests carried out on Abnormal image detection, Novel image detection and Active Authentication reported state of the art results.

ganomaly icon ganomaly

GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training

grafoslisp icon grafoslisp

Trabalho em lisp sobre grafo. Medidas degree, closeness, betweenness.

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