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aai-institute / ProtoTree

Fork of ProtoTrees: Neural Prototype Trees for Interpretable Fine-grained Image Recognition, published at CVPR2021
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ProtoPNet: save learned prototype patches #55

Open gpitteri opened 8 months ago

gpitteri commented 8 months ago

So far the learned prototype patches are just visualised at the end of the training and not stored (otherwise we will end up with 2000 saved png images). We need to decide how we want to handle this.

Furthermore the visualization is done only if we run the prototype explanation first during the evaluation of the model.

gpitteri commented 8 months ago

The same problem during the evaluation of the model. For each test image we visualise the top k activated prototypes. This only works if we evaluated the prototypes and there is no saving feature of the prototypes.