# bicubic-interpolation-pytorch-version-the-same-results-with-matlab-imresize

**Repository Path**: zhu_hai_qi0321/bicubic-interpolation-pytorch-version-the-same-results-with-matlab-imresize

## Basic Information

- **Project Name**: bicubic-interpolation-pytorch-version-the-same-results-with-matlab-imresize
- **Description**: A version of matlab function 'imresize' using 'bicubic' interpolation, realized by pytorch and could acclearte by cuda. So it can be plug in nerual networks . While many interpolation methods in python like scipy.misc.imresize and torch.nn.function.Upsample(interpolation) and so on. They outputs different results with the results on matlab version. And I will update an python version 'bicubic' using numpy as soon as possible. And of course it can not acclerate by cuda, resulting slower results.
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2020-04-03
- **Last Updated**: 2020-12-19

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# bicubic-interpolation-pytorch-version-the-same-results-with-matlab-imresize
A version of matlab function 'imresize' using 'bicubic' interpolation, realized by pytorch and 
could acclearte by cuda. So it can be plug in nerual networks . While many interpolation methods 
in python like scipy.misc.imresize and torch.nn.function.Upsample(interpolation) and so on. 
They outputs different results with the results on matlab version. 
And I will update an python version 'bicubic' using numpy as soon as possible. 
And of course it can not acclerate by cuda, resulting slower results.
images/monarch.png



#input image
![image](https://github.com/tonyzzzt/bicubic-interpolation-pytorch-version-the-same-results-with-matlab-imresize/blob/master/images/monarch.png)

#bicubic 1/4scale image
![image](https://github.com/tonyzzzt/bicubic-interpolation-pytorch-version-the-same-results-with-matlab-imresize/blob/master/images/mybicubic_4down.png)


#bicubic 4scale image
![image](https://github.com/tonyzzzt/bicubic-interpolation-pytorch-version-the-same-results-with-matlab-imresize/blob/master/images/mybicubic_4up.png)