More coming soon...
My own (interesting) github repositories
- Augmentation on Coordinates
Augmentation On Coordinates provides a away to make image changing functions based on coordinates and also manual by hand for fine adjusting.
https://github.com/kevinkit/AuOC - polyproto
A generator based on geometric shapes to test a keras CNN. Often you want to test your CNN but you do not have any data, or the data you have is not quite fitting. With this repo you can change the width, height and amount of classes you want to differ with simple settings. Then polygons will be produced. The generators are working out of the box
https://github.com/kevinkit/polyproto
My own publications:
"Automatisierung der optischen Bewertung von Siedlungsabfällen mittels künstlicher Intelligenz"
in der Fachzeitschrift Müll und Abfall 03/2019
"Implementierung eines bildverarbeitenden Verfahrens zur quantitativen Bestimmung von Stoffanteilen in siedlungsabfallwirtschaſtlichen Stoffströmen"
zur SmartEnergy 2018: "Vom Smart Home bis zur Smart City - Aspekte der Digitalisierung"