lucid

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Does lucid work outside colab?

21

I am trying to run one of the ipynb outside colab in a juoyter notebook but visualizations are not showed, some model don't work. I am using latest version of...

segalinc

When executing the modelzoo notebook the pip install at the beginning points to the version 3.0, but it should be the most current version like: !pip install --quiet lucid

kevinkit

issue in render own model

7

I'm trying to follow this link [https://github.com/tensorflow/lucid/wiki/Importing-Models-into-Lucid] And I have error in feature visualization of a layer with lucid `render.render_vis(model, "Conv2D_3:0")` What is the proper parameter in my case? I...

Edw2n

example of loading a tensorflow model

16

Hi, do we have an example of loading a tensorflow model some where in the docs already? If not yet, can you provide one? thanks

machuck

Model.load creates a model with no layers

3

Very small notebook (11 lines) showing how Model.load return an empty model.layers: https://colab.research.google.com/drive/11DEJ0De30n0ZrdRMOzxPkzdFULWvuee9#scrollTo=Zw75gPQ3aKXk

virilo

Back in 2018 there was a discussion on how to load your own tensorflow model https://github.com/tensorflow/lucid/issues/34. Later a new way of doing it was suggested https://github.com/tensorflow/lucid/pull/152. It would be very...

mencia

How to apply to other media?

1

Hello. I'm using the xy2rgb notebook. It is creating some of the most beautiful, stunning images I have ever seen. I'm wondering why and how it does this. Can you...

Tylersuard

I save a tfhub model as explained in https://github.com/tensorflow/lucid/issues/218. According to https://github.com/tensorflow/lucid/wiki/Importing-Models-into-Lucid, once the model is saved, it can be visualized by: ``` model = Model.load("saved_model.pb") render.render_vis(model, "layer_name:0") ``` What...

mencia

How to import a model saved as a TFHub module, into lucid?

3

Dear all, I want to visualize a VAE model that is saved as a **TFHub** module, in directory `path`. I can load it using hub.Module: `import tensorflow_hub as hub` `module...

mencia

I finetuned a InceptionV1 with flowers17 dataset. I'm not very sure about how to load the finetuned model to be compatible with Activation Atlas I've read in https://github.com/tensorflow/lucid/wiki/Importing-Models-into-Lucid that is...

virilo