about visualization code

[Smallwhite999]

Hello, author, your work is very good and meaningful. Can you give the visualization related code in the visualization process, such as the visual comparison between reconstruction and prediction, such as Figure 6 and Figure 11, thanks!

[LiUzHiAn]

matplotlib.pyplot would help.

[Smallwhite999]

matplotlib.pyplot would help.

If you can, can you share your visualization code? In order to further understand and learn your paper, thank you very much！

[LiUzHiAn]

Basically, you just need to visualize the reconstruction or prediction results with respect to the input data.

For the flows, please check https://github.com/LiUzHiAn/hf2vad/blob/0f34301dd291562d9377621d5c1fcc6550f571fc/utils/flow_utils.py#L74-L111 for help and do some basic image oprations. And for the images, just calculate the MSE or MAE, then plot them using pyplot. Thanks.

[wolfworld6]

Basically, you just need to visualize the reconstruction or prediction results with respect to the input data.

For the flows, please check

https://github.com/LiUzHiAn/hf2vad/blob/0f34301dd291562d9377621d5c1fcc6550f571fc/utils/flow_utils.py#L74-L111

for help and do some basic image oprations. And for the images, just calculate the MSE or MAE, then plot them using pyplot. Thanks.

when I run the code，I got this error “numpy.core._exceptions.MemoryError: Unable to allocate 426. TiB for an array with shape (117107452696000,) and data type float32”，how is this possible？ I have checked that the .npy shape is (240, 360, 2)。