Package ai.djl
Interface Application.CV
- Enclosing class:
- Application
public static interface Application.CV
The common set of applications for computer vision (image and video data).
-
Field Summary
Modifier and TypeFieldDescriptionstatic final Application
An application that accepts an image or video and classifies the action being done in it.static final Application
Any computer vision application, including those inApplication.CV
.static final Application
An application where images are assigned a single class name.static final Application
An application that accepts an image and returns enhanced images.static final Application
An application that accepts a seed and returns generated images.static final Application
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 final Application
An application that finds zero or more objects in an image, the object class (see image classification), and their locations as aBoundingBox
.static final Application
An application that accepts an image of a single person and returns theJoints
locations of the person.static final Application
An application that classifies each pixel in an image into a category.static final Application
An application that accepts an image of a single word and returns theString
text of the word.
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Field Details
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ANY
Any computer vision application, including those inApplication.CV
. -
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
An application that finds zero or more objects in an image, the object class (see image classification), and their locations as aBoundingBox
.The typical signature is Model<
Image
,DetectedObjects
>.- See Also:
-
SEMANTIC_SEGMENTATION
An application that classifies each pixel in an image into a category. -
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
An application that accepts an image of a single person and returns theJoints
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
An application that accepts an image or video and classifies the action being done in it. -
WORD_RECOGNITION
-
IMAGE_GENERATION
An application that accepts a seed and returns generated images.The typical model returns an array of images
Image
[]. -
IMAGE_ENHANCEMENT
-