jiangboahu / GLCN-tf

Graph Learning Convolution Network
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About the CNN features of the image dataset #7

Open MiracleWc opened 3 years ago

MiracleWc commented 3 years ago

There are doubts about the CNN features of the image dataset mentioned in your article. Are you using a base model (such as torchvision.models.resnet18(pretain=True) or others) to extract features or a custom CNN module? In my experiment, I found that different feature extractions still have a great impact on the results. Looking forward to your reply

jiangboahu commented 3 years ago

We extract image features by VGG16 network without pre-training and use the Gaussian kernel function to construct the adjacency matrix.