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  ## Model description
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- This is the MAXIM model as described in [MAXIM: Multi-Axis MLP for Image Processing](https://arxiv.org/2201.02973) by Tu et al. The model was obtained by porting the official JAX params available [here](https://github.com/google-research/maxim). Porting code is available [here](https://github.com/sayakpaul/maxim-tf).
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  ## Intended uses & limitations
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  The model was pre-trained on the REDS dataset and is intended to use for image deblurring.
 
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  ## Model description
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+ This is the MAXIM model as described in [MAXIM: Multi-Axis MLP for Image Processing](https://arxiv.org/abs/2201.02973) by Tu et al. The model was obtained by porting the official JAX params available [here](https://github.com/google-research/maxim). Porting code is available [here](https://github.com/sayakpaul/maxim-tf).
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  ## Intended uses & limitations
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  The model was pre-trained on the REDS dataset and is intended to use for image deblurring.