Deep Learning: Weakly and Self-Supervised Learning - Part 1
Channel: Andreas Maier
Date: 2020-07-04

Deep Learning - Weakly and Self-Supervised Learning Part 1

In this video, we discuss weak supervision and demonstrate how to create class activation maps for localization and how to get from bounding boxes to pixel segmentation.

Full Transcript
https://towardsdatascience.com/weakly-and-self-supervised-learning-part-1-8d29fce2dd92

Video References:
CVPR 2020: Learning a Weakly-Supervised Video Actor-Action Segmentation Model with a Wise Selection
https://youtu.be/CX1hEOV9tlo

Music References
Silent Partner - Stage Dive
Letter Box - Your Voice is American
Silent Partner - Fire Breather
Further Reading:
A gentle Introduction to Deep Learning
https://www.sciencedirect.com/science/article/pii/S093938891830120X