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sicara/tf-explain
Problem with tutorial

I m trying to replicate the tutorial `model = tf.keras.applications.vgg16.VGG16(weights= imagenet , include_top=True) img = tf.keras.preprocessing.image.load_img(IMAGE_PATH, target_size=(224, 224)) img ...
  • tombinic
  • 1
  • Opened 
    on Nov 29, 2024
  • #192

sicara/tf-explain
Problem with segmentation model

I want to use this package with my Unet for segmentation but I receive this error: File /usr/local/lib/python3.11/dist-packages/tf_explain/core/grad_cam.py , line 52, in explain layer_name = self.infer_grad_cam_target_layer(model) ...
  • tombinic
  • Opened 
    on Nov 29, 2024
  • #191

sicara/tf-explain
missing documentation for OcclusionSensitivity (not callback)

https://tf-explain.readthedocs.io/en/latest/api/tf_explain.core.html#tf-explain-core-occlusion-sensitivity-module ... seems to be empty. In addition to the API docs, a minimal example like this would ...
  • clstaudt
  • Opened 
    on Nov 25, 2024
  • #190

sicara/tf-explain
slice index 2 of dimension 1 out of bounds.

I plot the GradCAM with my model（input 12424） and data (24241) so happens: “Exception has occurred: InvalidArgumentError slice index 2 of dimension 1 out of bounds. [Op:StridedSlice] name: strided_slice/ ...
  • LeeBinshan
  • Opened 
    on Jan 17, 2024
  • #188

sicara/tf-explain
Different shapes from running methods of tf.xplain.core

Problem The output shape of explanations differ for GradCAM (and OcclusionSensitivity) and e.g., VanillaGradient, where GradCAM also includes the channels. Implementation While the syntax is the same: ...
  • annahedstroem
  • 1
  • Opened 
    on Feb 22, 2023
  • #187

sicara/tf-explain
Unsupported model architecture for VanillaGradients

I m trying to use VanillaGradients for a single image, but I m getting this warning UserWarning: Unsupported model architecture for VanillaGradients. The last two layers of the model should be: a layer ...
  • khaledbouabdallah
  • 1
  • Opened 
    on Mar 28, 2022
  • #182

sicara/tf-explain
Example or any Support for Tensorflow_datasets

Hi, I would highly appreciate any sample code for how can we use tf Explain GradCam feature for tensorflow dataset. Best Regard Vishal
  • siriusmehta
  • 1
  • Opened 
    on Feb 26, 2022
  • #180

sicara/tf-explain
Separate attribution maps generation from visualizations

For v1.0.0, we should separate the computation of the attribution maps (i.e generate something with shape (N, H, W, 1)) from the visualization which is usually a grid.
v1.0.0
  • RaphaelMeudec
  • Opened 
    on Nov 15, 2021
  • #177

sicara/tf-explain
GradCAM opposite visualization

Hi, I implemented a custom CNN for binary classification with following structure. The goal is to check if a specific object is present (class 1) or not present (class 0) in the image. The trained CNN ...
question
  • bobr96
  • 9
  • Opened 
    on Nov 15, 2021
  • #176

sicara/tf-explain
can tf-expain explain tf-lite models?

can tf-expain explain tf-lite models? if can, how to explain? if not, would you have some advice or suggestion?
  • showkeyjar
  • 1
  • Opened 
    on Sep 26, 2021
  • #174
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