Find underlying ImageNet images

francis asked 5 months ago

How do I reverse find images in ImageNet which best activate on a certain node/neuron of a specif model? Eg I would like to find all images from ImageNet which activate (and have been used to train) InceptionV3/Mixed_5b/concat:44
(Would be great if you could show it either in Keras or in Lucid).
It has been done here: but it is not explained or referenced as code, how they did it.
Thanks so much in advance

1 Answers
Best Answer
Chris Staff answered 1 month ago

The technique they are using is called Activation Maximization. Here is an example using TensorFlow 2/Keras:

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