Deep Learning for Computer Vision I: Basics

Organisational issues

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

Vorlesungsfolien

1      25.04.2022      Introduction / Overview [pdf]

2      02.05.2022      Neural Networks I  – Logistic Regression, Perceptron, MLP, Backprop, Activation Functions, Weight Init., Pretraining [pdf]

3      09.05.2022      Neural Networks II – Optimization & Regularization [pdf]

4      16.05.2022      Deep CNN Networks Background [pdf]

5      23.05.2022      Deep Networks: Object Recognition [pdf]

6      30.05.2022      Object Detection [pdf]

        06.06.2022      Pfingstmontag

7      13.06.2022      Image Segmentation [pdf]

8      20.06.2022      Recurrent Neural Networks (RNN) + Embeddings [pdf]

9      27.06.2022      Image and Video Captioning [pdf]

10    04.07.2022      Deep Learning in Video [pdf]

11    11.07.2022      GANs  [pdf]

12    18.07.2022     Advanced Topics [pdf]

13    25.07.2022     Summary [pdf]