DeblurGANv2

[ICCV 2019] "DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better" by Orest Kupyn, Tetiana Martyniuk, Junru Wu, Zhangyang Wang (by VITA-Group)

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DeblurGANv2 reviews and mentions

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  • Implementing a CNN on an FPGA
    1 project | /r/FPGA | 11 Oct 2021
    I am trying to implement an image deblurring model (DeblurGANv2) The generator takes blurred images as an input and outputs the corrected image, the discriminator helps in training the generator. The model has been trained and I have run and deblurred images on a GPU. I am completely new to the domain of Machine learning and I am trying to implement this on an FPGA. I wanted your guys help on how to do this. The .h5 files contains the weights of the NN, how do I figure out its structure and put it on my FPGA. Can you please suggest some tools that might help or github links for people who have implemented similar stuff.

Stats

Basic DeblurGANv2 repo stats
1
976
0.0
almost 2 years ago

VITA-Group/DeblurGANv2 is an open source project licensed under GNU General Public License v3.0 or later which is an OSI approved license.

The primary programming language of DeblurGANv2 is Python.


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