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Vít Růžička's Projects

aerialnets icon aerialnets

Set of small projects revolving around aerial imagery data (satellite images). Can be considered as a set of side projects and brain storm space for the Change Detection project.

artml_text_generation icon artml_text_generation

Simple implementation of the charbased LSTM used to generate text. Part of ML4Art / Art4ML class

caracal icon caracal

CARACAL: Automated BioAcoustic Processing Pipeline

cci_python icon cci_python

Welcome to Year 1 Introduction to Creative Computing and Coding Practice at UAL CCI

changedetectionproject icon changedetectionproject

Change Detection project - the more experimental build version. Trying out Active Learning in with deep CNNs for Change detection on remote sensing data.

emit-data-resources icon emit-data-resources

This repository provides guides, short how-tos, and tutorials to help users access and work with data from the Earth Surface Mineral Dust Source Investigation (EMIT) mission.

fake_news_generation_mark_i icon fake_news_generation_mark_i

Pipeline for fake news generation. This process uses several other github repos, here we have the "how to's" text files.

fakenews_scraper icon fakenews_scraper

Python based scraper using newspaper3k and (optionally) FakeBox news bias classifier.

gan_explorer icon gan_explorer

Real-time interaction with deep generative models. Allows for a novel Convolutional Layer Reconnection technique on pretrained or your own custom models.

gpu-tests icon gpu-tests

set of commands to test the install of ML libraries with gpu

inverting-gan-baselines icon inverting-gan-baselines

Exploring methods of inverting GANs (projecting from the data space / image space into the latent representation space)

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