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Is it possible to use TCAV with custom keras models(h5).If so,Can you please provide the reference notebook or mention where the changes need to be made w.r.t Run TCAV notebook present in the reposito…
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Hello,
I am looking at TCAV score calculation, in particular, line 59 of tcav.py file, where the dot product of gradient and CAV is calculated: https://github.com/tensorflow/tcav/blob/97531b02f6393…
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The above image shows an error of "can't start a new thread" when I am trying to run al…
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I'm modifying the download_and_make_datasets.py file to look at other concepts for Zebra TCAV, and when I try to change the concepts to color, or object, or other things, the broden fetcher tells me t…
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hi,
if i test cavs on human face detection, what random images should i use?
e.g. if my concept is women, do i need random images of faces without women, to train the linear classifier properly?
…
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Hi,
I'm sometimes getting this error while waiting for it to finish.
Any idea how to fix it?
I didnt find any solution yet.
The only thing i found is reducing the batch_size, but i dont know how t…
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Hi, I have a simple Keras .h5 model and I am trying to get TCAV scores for some concepts, however, I noticed that if I run TCAV multiple times (resetting the runtime before each run) on the same model…
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is tcav better when compared with LIME,SHAP
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Hi,
Thanks a lot for sharing the valuable codes. I have few basic questions:
As per the research paper, concept vector is orthogonal to the decision boundary. Can you please guide us where in th…
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TCAV library -- there's a problem when importing in utils.py. Particularly the line when importing the results_pb2 module. I fixed it by changing "from tcav_results.results_pb2..." to "...tcav.tcav_re…