CDE Introduction Presentation

UBS

M.Sc. Thesis: Deep Super-Resolution of Sentinel-2 Time Series

The M.Sc. thesis was resarched, written and defended at the University of South Brittany in Vannes, France between Februrary and June 2022.

Simon Donike 2022-06-23

Deep Learning

Feature Extraction via Transfer Learning and using predefined Model Architectures for Palm Plantation Identification

Several predefined deep learning computer vision models, such as LeNet, ResNet18, VGG16 and AlexNet are used to identify palm oil plantations in satellite images. The models are both trained from scratch and used as a feature extractor via transfer learning on the pretrained models.

Simon Donike 2022-01-17

Computer Vision

Frequency Domain of Images – Fourier Transform and Filtering

Performing some Fourier Transformations and filtering operations on images.

Simon Donike 2021-12-04

CDE Introduction Presentation

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