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LiQiufu / WaveCNet

the code for WaveCNet
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Is the WaveUNet code available? #1

Closed dlphil closed 4 years ago

dlphil commented 4 years ago

Thank you for publishing this paper and making your DWT and IDWT layer code available. I am interested in wavelet transforms and previously explored their use in CNNs for cloud detection (related paper link). I have begun testing your provided sample networks with low-frequency-only DWT downsampling. Would it be possible for you to also upload an example WaveUNet model showcasing how you performed the inverse transform? Thanks again!

LiQiufu commented 4 years ago

Thank you for publishing this paper and making your DWT and IDWT layer code available. I am interested in wavelet transforms and previously explored their use in CNNs for cloud detection (related paper link). I have begun testing your provided sample networks with low-frequency-only DWT downsampling. Would it be possible for you to also upload an example WaveUNet model showcasing how you performed the inverse transform? Thanks again!

WaveUNet is renamed with WaveSNet. The code of Wavelet integrated U-Net and DeepLabV3+ are available in https://github.com/LiQiufu/WaveSNet

dlphil commented 4 years ago

Thank you again, @LiQiufu, for this research and code.