Deep Learning for Computer Vision I: Basics

Organisational issues

Ersetzt ab SS 22 ,,Deep Learning für Computer Vision'' (24628)

Vorlesungsfolien

15.04.2024      1     Introduction / Overview [pdf]
22.04.2024      2     Neural Networks Basics [pdf]
29.04.2024      3     Neural Networks II – Optimization & Regularization [pdf]
06.04.204        4     Deep CNN Networks Background [pdf]
13.05.2024      5     Deep Networks: Object Recognition [pdf]
20
.05.2024             Pfingstmontag (public holiday)
27.05.2024      6     Object Detection [pdf] 
03.06.2024      7     Image Segmentation [pdf]
10.06.2024      8     Recurrent Neural Networks (RNN) + Embeddings [pdf]
17.06.2024      9     Image and Video Captioning [pdf]
24.06.2024    10     Action & Activity Recognition, Self-supervised Learning [pdf]

01.07.2024    11     Transformers [pdf]
08.07.2024    12     Advanced Topics [pdf]
15.07.2024    13     Summary [pdf]