Pinned Repositories
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.
AttentionPipeline
internship project at CMU, 2017-2018
cci_exploring_machine_intelligence
UAL, CCI - MSc course: 19/20 "IU000128 Coding Three: Exploring Machine Intelligence"
ChangeDetectionBaseline
Baseline approach to Change Detection using deep learning and Siamese CNNs
ChangeDetectionProject
Change Detection project - the more experimental build version. Trying out Active Learning in with deep CNNs for Change detection on remote sensing data.
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.
GAN_explorer
Real-time interaction with deep generative models. Allows for a novel Convolutional Layer Reconnection technique on pretrained or your own custom models.
RaVAEn
Official code for :rocket: Unsupervised Change Detection of Extreme Events Using ML On-Board :rocket:
STARCOP
Official code for STARCOP: Semantic Segmentation of Methane Plumes with Hyperspectral Machine Learning models :rainbow::artificial_satellite:
GAN_explorer
Vitek's interactive GAN handler. Idea is to have a (relatively) simple handler for a trained GAN model with easy interaction.
previtus's Repositories
previtus/AttentionPipeline
internship project at CMU, 2017-2018
previtus/ChangeDetectionProject
Change Detection project - the more experimental build version. Trying out Active Learning in with deep CNNs for Change detection on remote sensing data.
previtus/cci_exploring_machine_intelligence
UAL, CCI - MSc course: 19/20 "IU000128 Coding Three: Exploring Machine Intelligence"
previtus/GAN_explorer
Real-time interaction with deep generative models. Allows for a novel Convolutional Layer Reconnection technique on pretrained or your own custom models.
previtus/change_detection_onera_baselines
Few baselines for the Change Detection task
previtus/Text2Analysis
Ready made code pipeline to process text (via different NLP magix). Deployable online (Heroku and GCloud).
previtus/cci_data_maths_methods
UAL, CCI - BSc Year 1 course "Data, Math and Methods"
previtus/RaVAEn-unibap-dorbit
Running the RaVAEn model on board of D-Orbit satellites
previtus/TOI_2023
labs for the "Things of the Internet" course of 2023
previtus/cci_AI_for_the_Media
UAL, CCI - MSc course: 20/21 Artificial Intelligence for the Media
previtus/cci_AI_for_the_Media_2022
UAL, CCI - MSc course: 21/22 Artificial Intelligence for the Media
previtus/Inverting-GAN-baselines
Exploring methods of inverting GANs (projecting from the data space / image space into the latent representation space)
previtus/Workshop_RaVAEn_CSM
Workshop at Central Saint Martins on "Machine Learning analysis of climate with satellite data - with Google Earth Engine"
previtus/cci_python
Welcome to Year 1 Introduction to Creative Computing and Coding Practice at UAL CCI
previtus/HTML_python_video_stream
Stream video from a python app to html page
previtus/music_gen_interaction_RTML
Interactive music generation, using real-time machine learning models
previtus/TOI_2022
labs for the "Things of the Internet" course of 2022
previtus/AerialNets_runwayml
previtus/Audio2Features
2Images, 2Whatever, YNot
previtus/caracal
CARACAL: Automated BioAcoustic Processing Pipeline
previtus/dataset_handlers
small scripts+tricks to assemble+visualize datasets fast
previtus/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.
previtus/GoogleCloud_FlaskProjects
Demo and instructions on using Google Cloud to deploy python powered pages
previtus/gpu-tests
set of commands to test the install of ML libraries with gpu
previtus/mag1c_fork
previtus/previtus.github.io
previtus/progressive_growing_of_gans
Progressive Growing of GANs for Improved Quality, Stability, and Variation
previtus/RemoteSensingDataLoaders
previtus/stylegan2
StyleGAN2 - Official TensorFlow Implementation
previtus/SuperSuperSuperResolution
What will we get if we keep "enhancing" our photographs?