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2424- [ Lab 3: RNNs] ( lab3/readme.md ) : Using CNN + LSTM with CTC loss for line text recognition.
2525- [ Lab 4: Transformers] ( lab4/readme.md ) : Using Transformers for line text recognition.
2626- [ Lab 5: Experiment Management] ( lab5/readme.md ) : Real handwriting data, Weights & Biases, and hyperparameter sweeps.
27- - [ Lab 6: Line Detection] ( lab5 /readme.md) : Train and evaluate line detection model (or paragraph recognition).
28- - [ Lab 7: Data Management] ( lab6 /readme.md) : Label our own handwriting data and properly store it.
29- - [ Lab 8: Continuous Integration] ( lab7 /readme.md) : Add continuous linting and testing of our code.
30- - [ Lab 9: Deployment] ( lab8 /readme.md) : Run as a REST API locally, then in Docker, then put in production using AWS Lambda.
27+ - [ Lab 6: Line Detection] ( lab6 /readme.md) : Train and evaluate line detection model (or paragraph recognition).
28+ - [ Lab 7: Data Management] ( lab7 /readme.md) : Label our own handwriting data and properly store it.
29+ - [ Lab 8: Continuous Integration] ( lab8 /readme.md) : Add continuous linting and testing of our code.
30+ - [ Lab 9: Deployment] ( lab9 /readme.md) : Run as a REST API locally, then in Docker, then put in production using AWS Lambda.
3131- [ Lab 10: Monitoring] ( lab10/readme.md ) : Set up monitoring that alerts us when the incoming data distribution changes.
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