CAM
CAM copied to clipboard
zhoubolei
Class Activation Mapping
Does the VggNet apply the same data preparing (prepare_image.m) as GoogLetNet?
For example I have 2 classes and for single image I have heatmap with shape [H,W,N_CLASSES]. I train my model with sigmoid + binary crossentropy. At prediction time when I...
Thank you for sharing the code.but can it be used for detection task?
I am the developer of CAM. Recently I found this blog article (https://thehive.ai/blog/inside-a-neural-networks-mind) to introduce CAM and grad-CAM. The overview on the CAM and grad-CAM in the blog article is...
Thanks for your effort. Could you please share the pretrained vgg16CAM model? I have tried to convert caffemodel to torchmodel accroding to prototxt and .caffemodel, but the accuracy is much...
Hello, I want to use the activation map cam to activate multiple tags. Using the trained model, the remote sensing images feel the same, and all are activated. Can you...
Hello! I appreciate your work very well. When I run the demo, there is an error like this: error while loading shared libraries: libopencv_core.so.2.4: cannot open shared object file: No...
I mainly tackle regression problems by CNNs, and want to find a reliable method to calculate the heatmaps for NN's reuslts. However , i find almost all interpretation methods including...
if i want to train a cam which is used medical image（3 class），which loss is my need？
