Ceiling Analysis in Deep Learning and Software Development

Systematically choose which part of your pipeline to work on

Ceiling analysis is the process of manually overriding each component in your system to provide 100% accurate predictions with that component. Thereafter, you can observe the overall improvement of your deep learning system component by component.

The Scenario

What to improve?

Conclusion

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