This video walks through the Keras Code Example implementation of Vision Transformers!! I see this as a huge opportunity for graduate students and researchers because this architecture has a serious room for improvement. I predict that Attention will outperform CNN models like ResNets, EfficientNets, etc. it will just take the discovery of complimentary priors, e.g. custom data augmentations or pre-training tasks. I hope you find this video useful, please check out the rest of the Keras Code Examples playlist!
Content Links:
Keras Code Exampes - Vision Transformers:
Google AI Blog Visualization:
Formal Paper describing this model:
TensorFlow Addons:
TensorFlow Addons -AdamW:
Chapters
0:00 Welcome to the Keras Code
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