This is the collection of tools used to analysis for the image deblurring research.
Input
Output
This folder contains the tool used for analysis during training. I mainly use the PyTorch hook function to hook out the feature map and do analysis.
Function: Hook out the tensor and draw the histogram.
Function:
- Hook out the tensor (feature map), and use the top-k or mean method to fuse the feature map.
- Visualize the fused feature map.
Function:
- Hook out the tensor (feature map), and use the top-k or mean method to fuse the feature map.
- Visualize the amplitude map of the feature map by Fourier transform.