Application.CV (Deep Java Library 0.10.0 API specification)

Enclosing class:

Application
```
public static interface Application.CV
```
The common set of applications for computer vision (image and video data).

Field Summary

Fields
Modifier and Type	Field and Description
`static Application`	`ACTION_RECOGNITION` An application that accepts an image or video and classifies the action being done in it.
`static Application`	`ANY` Any computer vision application, including those in `Application.CV`.
`static Application`	`IMAGE_CLASSIFICATION` An application where images are assigned a single class name.
`static Application`	`INSTANCE_SEGMENTATION` An application that finds zero or more objects in an image, the object class (see image classification), and their location as a pixel map.
`static Application`	`OBJECT_DETECTION` An application that finds zero or more objects in an image, the object class (see image classification), and their locations as a `BoundingBox`.
`static Application`	`POSE_ESTIMATION` An application that accepts an image of a single person and returns the `Joints` locations of the person.
`static Application`	`SEMANTIC_SEGMENTATION` An application that classifies each pixel in an image into a category.
`static Application`	`WORD_RECOGNITION` An application that accepts an image of a single word and returns the `String` text of the word.

- Field Detail
  - ANY
```
static final Application ANY
```
    Any computer vision application, including those in Application.CV.
  - IMAGE_CLASSIFICATION
```
static final Application IMAGE_CLASSIFICATION
```
    An application where images are assigned a single class name.
    Each image is given one of a fixed number of classes (or a probability of having that one class). The typical signature is Model<Image, Classifications>.
  - OBJECT_DETECTION
```
static final Application OBJECT_DETECTION
```
    An application that finds zero or more objects in an image, the object class (see image classification), and their locations as a BoundingBox.
    The typical signature is Model<Image, DetectedObjects>.
    
    See Also:
    
    The D2L chapter on object detection
  - SEMANTIC_SEGMENTATION
```
static final Application SEMANTIC_SEGMENTATION
```
    An application that classifies each pixel in an image into a category.
  - INSTANCE_SEGMENTATION
```
static final Application INSTANCE_SEGMENTATION
```
    An application that finds zero or more objects in an image, the object class (see image classification), and their location as a pixel map.
  - POSE_ESTIMATION
```
static final Application POSE_ESTIMATION
```
    An application that accepts an image of a single person and returns the Joints locations of the person.
    This can often be used with OBJECT_DETECTION to identify the people in the image and then run pose estimation on each detected person. The typical signature is Model<Image, Joints>.
  - ACTION_RECOGNITION
```
static final Application ACTION_RECOGNITION
```
    An application that accepts an image or video and classifies the action being done in it.
  - WORD_RECOGNITION
```
static final Application WORD_RECOGNITION
```
    An application that accepts an image of a single word and returns the String text of the word.
    The typical signature is Model<Image, String>.

Interface Application.CV

Field Summary

Field Detail

ANY

IMAGE_CLASSIFICATION

OBJECT_DETECTION

SEMANTIC_SEGMENTATION

INSTANCE_SEGMENTATION

POSE_ESTIMATION

ACTION_RECOGNITION

WORD_RECOGNITION