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Week 6 - CNN and RNN Applications

Hands-on

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Course session

Kaggle

Presentation of experiments with the goal of improving the classification accuracy

Transfer Learning

Theory and Applications

Walk-through

PyTorch 505

Transfer Learning CNN in PyTorchLightning:

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To-do

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Watch the videos on the next page

Watch the following Seminar about Transformers:

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Go on using ideas discussed in this session and go on improving the accuracy on the Paddy Dataset

Cousera Videos

Sequence-to-Sequence Encoder and Decoder

The Transformer Network

Stanford CS25: V2 I Introduction to Transformers w/ Andrej KarpathyYouTubechevron-right
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Google Colabcolab.research.google.comchevron-right
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Cross Attention In the Sequence-to-Sequence Model
The complete Transformer Network
Multi-Head Attention
Attention-Based Sequence Encoder
Coupling the Sequence Encoder and Decoder