Many thanks for the fascinanting projects. Here are the links to some of them:

Links to projects 2018

“Dog Breed Identification” Melanie Hugentobler, Andreea Wyss und Yacine Mekesser
“Dog Breed Identification” Tom Schäfer, Hans Engeli, Marco Flatt
“Classifying Real Estate Ad Images with Convolutional Neural Networks CAS Machine Intelligence” Reto Camenzind, Lukas Stöcklin, Julia Sulc
“Deep Fruits” Frank Meier, Georgios Laios, and Giovanni Lopez see also on github meierfra/deep_fruits
“iMaterialist Challenge (Furniture)” Pascal Freudiger, Roger Hämmertli, Ben Koch und Stefanie Saurwein
“Humpback Whale Identification Challenge” Roger Schwyn, Christoph Hubmann and Hubert Keller

“Music classification with Deep Learning” Andreas Fischer, Bernd Novotny und Tobias Schieferdecker
“Land cover classification: Squeezing the lemon with AutoML” Timo Grossenbacher
“Malaria Cell Images” Pascal Wenger, Vinzenz Frauchiger und Tobias Steinbach
“Classification with CelebA” Merola Davide, Pauli Christian
“Plant Seedlings Classification” Ana Cira Garita Solano, Anna Riedo
“Find the Polar Bear” Dominique Ueltschi, Isabelle Kluser
“Facial Keypoints Detection” Marius Wolfensberger, Céline Schlosser
“Cycle GAN” Fabio Santschi
“Duck classification with CNNs” Fredi Weideli, Patrick Graber
“Der letzte Führerscheinneuling ist schon geboren!” Andreas Palm, Reto Stucki
“The „Find Walter“ Problem” Timur Erdag, Bruno Frei, Sandra Mark und Aaron Venetz
“Natural Images” André Wethmar, Roberto Ringenberg und Jan Schüpbach