keras-grad-cam
keras-grad-cam copied to clipboard
jacobgil
An implementation of Grad-CAM with keras
Hello, I would like to use grad-CAM to add explainability to my model train on multiple multivariate timeseries. The idea would be to have something like this :  found...
@jacobgil Thank you for this repository. I am trying to implement this in my keras trained segmentation model (FCN8+VGG19). I have referenced the Segmentation Notebook from your gradcam repo for...
Hi all, I am working with a feature extractor (Inception V3, VGG16, whatever) plus an LSTM for sequences classification (let's say 3 sec. each one). There's any way to use...
I am getting the following error when I am trying to run your code on one of the example images. Is this due to some missing package? Thanks! ``` Predicted...
fitst, thank for share the code, learn a lot. but i has a question: can you explain why repace keras.activations.relu？ thank you! `def modify_backprop(model, name): g = tf.get_default_graph() with g.gradient_override_map({'Relu':...
Thank you for your great code! I'm trying to use it for other keras classifier models. However, I got an error shown below with other models than VGG16 as it...
output, grads_val = gradient_function([image]) I get this error: ``` c_api.TF_GetCode(self.status.status)) tensorflow.python.framework.errors_impl.InvalidArgumentError: You must feed a value for placeholder tensor 'input_1_1' with dtype float and shape [?,299,299,3] [[{{node input_1_1}}]] ``` I...
Originally, use the probability value of yc as the category to obtain the partial derivative of Aij in the feature layer. Why do you use loss to obtain the partial...
