ptocca / ILSVRC2012_CP

Applying Inductive Conformal Predictors to ILSVRC2012 with ResNet50

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Applying Inductive Conformal Predictors to ILSVRC2012 with ResNet50.

An educational demo of Conformal Prediction, a framework for prediction with validity guarantees under minimal assumptions.
The demo uses Keras Applications model for ResNet50 [paper] pre-trained on the [ImageNet LSVRC2012 dataset]. Please read the Notes tab in the app for additional information.

The demo can be run on BinderHub (click on the badge below).
NOTE: It can take a few minutes to start, so be patient!

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Applying Inductive Conformal Predictors to ILSVRC2012 with ResNet50

License:MIT License


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