Skip to main content
Side panel
xAIM
You are currently using guest access (
Log in
)
CVDL
General
Week 1
Week 2
Week 3
Week 4
Week 5
Week 6
Week 7
Week 8
Week 9
Week 10
Weeks 11 - 15
Week 16
Weeks 17 - 19
Last Weeks
Home
Calendar
Computer Vision and Deep Learning
Home
Courses
AI
CVDL
Week 4
[Slides] Deep learning, convolutional neural networks
[Slides] Deep learning, convolutional neural networks
Click
Lecture_4.pdf
link to view the file.
◄ [Lecture] Deep learning, convolutional neural networks
Jump to...
Jump to...
Choice of exam format
Online test
Course project materials
Individual course report
Announcements
Discord
Email
[Lecture] Image, filtering, convolution
[Slides] Image, filtering, convolution
[Recording] Session 1
[Lecture] Histograms, data-driven approach, classification, knn
[Slides] Histograms, data-driven approach, classification, knn
[Lecture] Image classification, linear classifier
[Slides] Image classification, linear classifier
[Recording] Session 2
[Lecture] Deep learning, convolutional neural networks
[Lecture] Convolutional neural network architectures, backpropagation
[Slides] Convolutional neural network architectures, backpropagation
[Lecture] Recurrent neural networks
[Slides] Recurrent neural networks
[Recording] Session 3
Assignment
[Lecture] Transformers
[Slides] Transformers
[Lecture] Network visualization
[Slides] Network visualization
[Recording] Session 4
Project proposals
[Video] Deep Learning in Medical Imaging (Ben Glocker, Imperial College London)
[Video] Deep learning approaches for MRI research: How it works (Kamlesh Pawar, Monash University)
[Video] MICCAI Industrial Talk: Foundation/Big Models for Medical Image Segmentation
[Recording] Session 5
Solutions
[Recording] Project Meeting
[Lecture] Convolutional neural network architectures, backpropagation ►