Page 50 – Pattern Recognition Lab

Lecture Notes in Deep Learning: Segmentation and Object Detection – Part 3

A Family of Regional CNNs These are the lecture notes for FAU's YouTube Lecture "Deep Learning". This is a full transcript of the lecture video & matching slides. We hope, you enjoy this as much as the videos. Of course, this transcript was created with deep learning techniques largely autom...

August 22, 2020 Category: Lecture Notes in Deep Learning

Lecture Notes in Deep Learning: Segmentation and Object Detection – Part 2

Skip Connections & More These are the lecture notes for FAU's YouTube Lecture "Deep Learning". This is a full transcript of the lecture video & matching slides. We hope, you enjoy this as much as the videos. Of course, this transcript was created with deep learning techniques largely aut...

August 21, 2020 Category: Lecture Notes in Deep Learning

Lecture Notes in Deep Learning: Segmentation and Object Detection – Part 1

Segmentation Basics These are the lecture notes for FAU's YouTube Lecture "Deep Learning". This is a full transcript of the lecture video & matching slides. We hope, you enjoy this as much as the videos. Of course, this transcript was created with deep learning techniques largely automatical...

August 20, 2020 Category: Lecture Notes in Deep Learning

Lecture Notes in Deep Learning: Unsupervised Learning – Part 5

Advanced GAN Methods These are the lecture notes for FAU's YouTube Lecture "Deep Learning". This is a full transcript of the lecture video & matching slides. We hope, you enjoy this as much as the videos. Of course, this transcript was created with deep learning techniques largely automatica...

August 19, 2020 Category: Lecture Notes in Deep Learning

Lecture Notes in Deep Learning: Unsupervised Learning – Part 4

Conditional & Cycle GANs These are the lecture notes for FAU's YouTube Lecture "Deep Learning". This is a full transcript of the lecture video & matching slides. We hope, you enjoy this as much as the videos. Of course, this transcript was created with deep learning techniques largely au...

August 18, 2020 Category: Lecture Notes in Deep Learning

Lecture Notes in Deep Learning: Unsupervised Learning – Part 3

Generative Adversarial Networks - The Basics These are the lecture notes for FAU's YouTube Lecture "Deep Learning". This is a full transcript of the lecture video & matching slides. We hope, you enjoy this as much as the videos. Of course, this transcript was created with deep learning techn...

August 17, 2020 Category: Lecture Notes in Deep Learning

Lecture Notes in Deep Learning: Unsupervised Learning – Part 2

Autoencoders These are the lecture notes for FAU's YouTube Lecture "Deep Learning". This is a full transcript of the lecture video & matching slides. We hope, you enjoy this as much as the videos. Of course, this transcript was created with deep learning techniques largely automatically and ...

August 16, 2020 Category: Lecture Notes in Deep Learning

Lecture Notes in Deep Learning: Unsupervised Learning – Part 1

Motivation & Restricted Boltzmann Machines These are the lecture notes for FAU's YouTube Lecture "Deep Learning". This is a full transcript of the lecture video & matching slides. We hope, you enjoy this as much as the videos. Of course, this transcript was created with deep learning tec...

August 15, 2020 Category: Lecture Notes in Deep Learning

Lecture Notes in Deep Learning: Reinforcement Learning – Part 5

Deep Q-Learning These are the lecture notes for FAU's YouTube Lecture "Deep Learning". This is a full transcript of the lecture video & matching slides. We hope, you enjoy this as much as the videos. Of course, this transcript was created with deep learning techniques largely automatically a...

August 14, 2020 Category: Lecture Notes in Deep Learning

Lecture Notes in Deep Learning: Reinforcement Learning – Part 4

Alternative Approaches These are the lecture notes for FAU's YouTube Lecture "Deep Learning". This is a full transcript of the lecture video & matching slides. We hope, you enjoy this as much as the videos. Of course, this transcript was created with deep learning techniques largely automati...

August 13, 2020 Category: Lecture Notes in Deep Learning