University of Cambridge > Talks.cam > CuAI (Cambridge University Artificial Intelligence Society) > Better, faster, stronger: Ten years of computer vision and deep learning | Google

Better, faster, stronger: Ten years of computer vision and deep learning | Google

Add to your list(s) Download to your calendar using vCal

If you have a question about this talk, please contact srj38.

The field of computer vision was revolutionized in 2012 with the advent of deep learning. We’re in the year 2021 and the latest results look poised to shake up the field again : Non-convolutional architectures produce state of the art results, and they leverage of large amounts of weakly labelled data leads to impressive results on data never seen during training. This talk will start from the very basics using ML for image classification, dive into transfer learning, and finally focus on recent research results, such as vision transformers and contrastive learning from text and images.

This talk is part of the CuAI (Cambridge University Artificial Intelligence Society) series.

Tell a friend about this talk:

This talk is included in these lists:

Note that ex-directory lists are not shown.

 

© 2006-2024 Talks.cam, University of Cambridge. Contact Us | Help and Documentation | Privacy and Publicity