Grad-Cam for custom defined architecture

[abhigoku10]

@jacobgil @twuilliam Hi thanks for the wonderful code , i had few queries

1. Can we use this source code for any other architecture besides vg16/ resnet/customized architecture
2. If we have to use this code then what are the modficiations to be made in the code
   Thnaks in advance

[jenskrauth]

Hey,
first of all load your own Model instead of VGG.
2. Apply your own Preprocessing depending on Model.
3. In modify_backprop re-instanciate your own Model.
4. in gradcam() resize the heatmap to you input size.
5. In compile_saliency_function exchange your layer of interest.
At last, take care of deprocessing.

Have fun

[navraj432]

@jenskrauth @abhigoku10 i tried to implement Grad-CAM for my own model. i couldn't, i got errors. do you have any code so that i can take it as a reference

[924175302]

@navraj432 @abhigoku10
Do you understand how the process is going?Grad-Cam for custom defined architecture