# Image Decode Implementation with CV2 and nvjpeg

*author: junjie.jiang*



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## Description

An image decode operator implementation with OpenCV and nvjpeg.
In CPU env, use OpenCV, in GPU env, use nvjpeg to decode jpeg files.



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## Code Example

Load a image from path './src_dog.jpg'. 

 *Write the pipeline in simplified style:*

```python
from towhee import pipe, ops, DataCollection


p = (
  pipe.input('url')
  .map('url', 'image', ops.image_decode.nvjpeg())
  .output('image')
)

DataCollection(p('./src_dog.jpg')).show()
```

<img src="./dog.jpg" height="150px"/>



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## Factory Constructor

Create the operator via the following factory method:

***ops.image_decode.nvjpeg()***



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## Interface

An image decode operator takes an image path as input. It decodes the image back to ndarray.



**Parameters:**

**img**: *str*

​	Local file path or http url.



**Returns**: *towhee.types.Image (a sub-class of numpy.ndarray)* 

​	The decoded image data as numpy.ndarray.