# tensorflow::ops::QuantizedResizeBilinear

`#include <image_ops.h>`

Resize quantized `images` to `size` using quantized bilinear interpolation.

## Summary

[Input](https://www.tensorflow.org/versions/r2.12/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input) images and output images must be quantized types.

Args:

- scope: A [Scope](https://www.tensorflow.org/versions/r2.12/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope) object
- images: 4-D with shape `[batch, height, width, channels]`.
- size: = A 1-D int32 [Tensor](https://www.tensorflow.org/versions/r2.12/api_docs/cc/class/tensorflow/tensor#classtensorflow_1_1_tensor) of 2 elements: `new_height, new_width`. The new size for the images.

<br />

Optional attributes (see `https://www.tensorflow.org/versions/r2.12/api_docs/cc/struct/tensorflow/ops/quantized-resize-bilinear/attrs#structtensorflow_1_1ops_1_1_quantized_resize_bilinear_1_1_attrs`):

- align_corners: If true, the centers of the 4 corner pixels of the input and output tensors are aligned, preserving the values at the corner pixels. Defaults to false.

<br />

Returns:

- `https://www.tensorflow.org/versions/r2.12/api_docs/cc/class/tensorflow/output#classtensorflow_1_1_output` resized_images: 4-D with shape `[batch, new_height, new_width, channels]`.
- `https://www.tensorflow.org/versions/r2.12/api_docs/cc/class/tensorflow/output#classtensorflow_1_1_output` out_min
- `https://www.tensorflow.org/versions/r2.12/api_docs/cc/class/tensorflow/output#classtensorflow_1_1_output` out_max

<br />

| ### Constructors and Destructors ||
|---|---|
| `https://www.tensorflow.org/versions/r2.12/api_docs/cc/class/tensorflow/ops/quantized-resize-bilinear#classtensorflow_1_1ops_1_1_quantized_resize_bilinear_1ac52825879437da0b417099d2bf2bf983(const ::https://www.tensorflow.org/versions/r2.12/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope & scope, ::https://www.tensorflow.org/versions/r2.12/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input images, ::https://www.tensorflow.org/versions/r2.12/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input size, ::https://www.tensorflow.org/versions/r2.12/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input min, ::https://www.tensorflow.org/versions/r2.12/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input max)` ||
| `https://www.tensorflow.org/versions/r2.12/api_docs/cc/class/tensorflow/ops/quantized-resize-bilinear#classtensorflow_1_1ops_1_1_quantized_resize_bilinear_1ade5654aab42f16525de546477fc1b18e(const ::https://www.tensorflow.org/versions/r2.12/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope & scope, ::https://www.tensorflow.org/versions/r2.12/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input images, ::https://www.tensorflow.org/versions/r2.12/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input size, ::https://www.tensorflow.org/versions/r2.12/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input min, ::https://www.tensorflow.org/versions/r2.12/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input max, const https://www.tensorflow.org/versions/r2.12/api_docs/cc/struct/tensorflow/ops/quantized-resize-bilinear/attrs#structtensorflow_1_1ops_1_1_quantized_resize_bilinear_1_1_attrs & attrs)` ||

| ### Public attributes ||
|---|---|
| `https://www.tensorflow.org/versions/r2.12/api_docs/cc/class/tensorflow/ops/quantized-resize-bilinear#classtensorflow_1_1ops_1_1_quantized_resize_bilinear_1a842279002e4e0db02688d9d7035739a5` | `https://www.tensorflow.org/versions/r2.12/api_docs/cc/class/tensorflow/operation#classtensorflow_1_1_operation` |
| `https://www.tensorflow.org/versions/r2.12/api_docs/cc/class/tensorflow/ops/quantized-resize-bilinear#classtensorflow_1_1ops_1_1_quantized_resize_bilinear_1a0c12681451cf41bdbdd5b4ce3e56276e` | `::https://www.tensorflow.org/versions/r2.12/api_docs/cc/class/tensorflow/output#classtensorflow_1_1_output` |
| `https://www.tensorflow.org/versions/r2.12/api_docs/cc/class/tensorflow/ops/quantized-resize-bilinear#classtensorflow_1_1ops_1_1_quantized_resize_bilinear_1a2399c247560a6674f68332db798e9e99` | `::https://www.tensorflow.org/versions/r2.12/api_docs/cc/class/tensorflow/output#classtensorflow_1_1_output` |
| `https://www.tensorflow.org/versions/r2.12/api_docs/cc/class/tensorflow/ops/quantized-resize-bilinear#classtensorflow_1_1ops_1_1_quantized_resize_bilinear_1a66faf15f60b9da85c98cd2fa1fa87205` | `::https://www.tensorflow.org/versions/r2.12/api_docs/cc/class/tensorflow/output#classtensorflow_1_1_output` |

| ### Public static functions ||
|---|---|
| `https://www.tensorflow.org/versions/r2.12/api_docs/cc/class/tensorflow/ops/quantized-resize-bilinear#classtensorflow_1_1ops_1_1_quantized_resize_bilinear_1ab4769256e89a0e80457b29b8fe016d8e(bool x)` | `https://www.tensorflow.org/versions/r2.12/api_docs/cc/struct/tensorflow/ops/quantized-resize-bilinear/attrs#structtensorflow_1_1ops_1_1_quantized_resize_bilinear_1_1_attrs` |
| `https://www.tensorflow.org/versions/r2.12/api_docs/cc/class/tensorflow/ops/quantized-resize-bilinear#classtensorflow_1_1ops_1_1_quantized_resize_bilinear_1ab47609a179b8e020f6dd1dc5c50fe9cd(bool x)` | `https://www.tensorflow.org/versions/r2.12/api_docs/cc/struct/tensorflow/ops/quantized-resize-bilinear/attrs#structtensorflow_1_1ops_1_1_quantized_resize_bilinear_1_1_attrs` |

| ### Structs ||
|---|---|
| [tensorflow::ops::QuantizedResizeBilinear::Attrs](https://www.tensorflow.org/versions/r2.12/api_docs/cc/struct/tensorflow/ops/quantized-resize-bilinear/attrs) | Optional attribute setters for [QuantizedResizeBilinear](https://www.tensorflow.org/versions/r2.12/api_docs/cc/class/tensorflow/ops/quantized-resize-bilinear#classtensorflow_1_1ops_1_1_quantized_resize_bilinear). |

## Public attributes

### operation

```
Operation operation
```

### out_max

```
::tensorflow::Output out_max
```

### out_min

```
::tensorflow::Output out_min
```

### resized_images

```
::tensorflow::Output resized_images
```

## Public functions

### QuantizedResizeBilinear

```
 QuantizedResizeBilinear(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input images,
  ::tensorflow::Input size,
  ::tensorflow::Input min,
  ::tensorflow::Input max
)
```

### QuantizedResizeBilinear

```
 QuantizedResizeBilinear(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input images,
  ::tensorflow::Input size,
  ::tensorflow::Input min,
  ::tensorflow::Input max,
  const QuantizedResizeBilinear::Attrs & attrs
)
```

## Public static functions

### AlignCorners

```
Attrs AlignCorners(
  bool x
)
```

### HalfPixelCenters

```
Attrs HalfPixelCenters(
  bool x
)
```