03.12.2024: CNNs. Self-Supervision, Representation Learning (Part 1)
Автор: UniHeidelberg
Загружено: 2025-06-27
Просмотров: 12
Описание:
This video is part of the Machine Learning series taught by Prof. Hamprecht at Heidelberg University during the winter term 2024/2025.
Lecture Structure:
00:00:00 – Introduction to Image Classification
00:07:06 – Architecture of VGG16
00:14:54 – Visualisation: Learned Kernels
00:16:21 – Semantic Segmentation (U-Net)
00:23:22 – Applications of Semantic Segmentation
00:27:43 – Instance Segmentation
The lecture is part of the „Machine Learning and Physics“ course offered at Heidelberg University. Further materials and course details can be found at: https://sciai-lab.org/teaching/
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