Kristian Aalling Sørensen's repositories
Custom-made-SAR-speckle-reduction
Spekle reduction of SAR images in matlab using different custom-made filters: -Mean filter. -Frost filter. -Modified frost filter(added thresholds). -Lee filter(Using Masks, ENL ect). Note these fitlers are developed without the use of loops to make them faster.
Sentinel_1_python
Sentinel-1 SAR in Python. Work with Metadata, Download Images, Load image, Calibrate the images, Speckle Filter the images. In short: Work with Sentinel 1 with only python...
Deep_learning_anomaly_detection
Deep learning anomaly detection on spatio-temporal AIS data by combining a multi-headed self-attention structure with bidirectional long short term memory(BLSTM) into a Variational Autoencoder (VAE).
Electro-Optical-Sentinel-2-images
Sentinel-2 images are Multi-Spectral satellite images (Electro-optical). Here, utility functions and various index analyses are implemented.
ECNN-on-SAR-data-and-Radiometry-data
Deep learning for Synthetic Aperture Radar(SAR) and Radiometry data. An Ensemble Convolutional Neural Network workflow is implemented with data acquisition, processing, labelling, creating model, training model and launching a model
probabilistic-maritime-trajectory-prediction-in-complex-scenarios-using-deep-learning
probabilistic maritime trajectory prediction in complex scenarios using deep learning
Satellite-Imagery-Datasets-Containing-Ships
A list of radar and optical satellite datasets for ship detection, classification, semantic segmentation and instance segmentation tasks.
Simulation-of-Particle-accelerator-Bloch-Beamline
A simulation of the Bloch Beamline at the MAX IV synchrotron in Lund, Sweden. The simulation is implemented in the McXtrace meta-language using ANSI-C.
AdvancedScientificComputing
A short course on Julia and open-source software development
ais_processing
ais_processing
DBMS-in-Python
Create databases, querying, update, delete, insert etc etc... using Python..
Deep-Learning-Specialization-Coursera
This repo contains the updated version of all the assignments/labs (done by me) of Deep Learning Specialization on Coursera by Andrew Ng. It includes building various deep learning models from scratch and implementing them for object detection, facial recognition, autonomous driving, neural machine translation, trigger word detection, etc.
Deep-Quantile-Regression-Synthetic-Aperture-Radar-Ship-Size
Deep Quantile Regression Synthetic Aperture Radar Ship Size
GMM_Hypespectral_images
Gausian Mixture Models applied on Hyperspectral Satellite images to automatically extract vegetation, the sea and cities
Introduction-to-Julia
Learn the language basics in this 10-part course.
Julia_Geospatial
Examples for a blog series on Geospatial Julia using ArchGDAL
lecture-julia.notebooks
Download Notebooks for julia.quantecon.org
Machine-Learning-Collection
A resource for learning about Machine learning & Deep Learning
Notebooks
JuliaClimate Notebooks
sentinel1denoised
Thermal noise subtraction, scalloping correction, angular correction