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Classification

ImageClassifier

The ImageClassifier is a Task for classifying images.

ImageClassificationFiftyOneInput

ImageClassificationData

The ImageClassificationData class is a DataModule with a set of classmethods for loading data for image classification.

ImageClassificationInputTransform

classification.data.MatplotlibVisualization

Process and show the image batch and its associated label using matplotlib.

Object Detection

ObjectDetector

The ObjectDetector is a Task for detecting objects in images.

ObjectDetectionData

The ObjectDetectionData class is a DataModule with a set of classmethods for loading data for object detection.

detection.input.FiftyOneParser

detection.input.ObjectDetectionFiftyOneInput

detection.output.FiftyOneDetectionLabelsOutput

A Output which converts model outputs to FiftyOne detection format.

Keypoint Detection

KeypointDetector

The KeypointDetector is a Task for detecting keypoints in images.

KeypointDetectionData

The KeypointDetectionData class is a DataModule with a set of classmethods for loading data for keypoint detection.

Instance Segmentation

InstanceSegmentation

The InstanceSegmentation is a Task for detecting objects in images.

InstanceSegmentationData

Embedding

ImageEmbedder

The ImageEmbedder is a Task for obtaining feature vectors (embeddings) from images.

Segmentation

SemanticSegmentation

SemanticSegmentation is a Task for semantic segmentation of images.

SemanticSegmentationData

The SemanticSegmentationData class is a DataModule with a set of classmethods for loading data for semantic segmentation.

SemanticSegmentationInputTransform

segmentation.data.SegmentationMatplotlibVisualization

Process and show the image batch and its associated label using matplotlib.

segmentation.input.SemanticSegmentationInput

segmentation.input.SemanticSegmentationFilesInput

segmentation.input.SemanticSegmentationFolderInput

segmentation.input.SemanticSegmentationNumpyInput

segmentation.input.SemanticSegmentationTensorInput

segmentation.input.SemanticSegmentationFiftyOneInput

segmentation.input.SemanticSegmentationDeserializer

segmentation.model.SemanticSegmentationOutputTransform

segmentation.output.FiftyOneSegmentationLabelsOutput

A Output which converts the model outputs to FiftyOne segmentation format.

segmentation.output.SegmentationLabelsOutput

A Output which converts the model outputs to the label of the argmax classification per pixel in the image for semantic segmentation tasks.

segmentation.input_transform.prepare_target

Convert the target mask to long and remove the channel dimension.

Style Transfer

StyleTransfer

StyleTransfer is a Task for transferring the style from one image onto another.

StyleTransferData

The StyleTransferData class is a DataModule with a set of classmethods for loading data for image style transfer.

StyleTransferInputTransform

raise_not_supported

rtype

NoReturn

flash.image.data

ImageDeserializer

ImageNumpyInput

ImageTensorInput

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