Package ai.djl.modality.cv.translator

Contains translators used for computer vision applications.

Class Summary

Class	Description
BaseImageTranslator<T>	Built-in Translator that provides default image pre-processing.
BaseImageTranslator.BaseBuilder<T extends BaseImageTranslator.BaseBuilder>	A builder to extend for all classes extending the BaseImageTranslator.
BaseImageTranslator.ClassificationBuilder<T extends BaseImageTranslator.BaseBuilder>	A Builder to construct a ImageClassificationTranslator.
BaseImageTranslator.SynsetLoader
BaseImageTranslatorFactory<O>	A helper to create a TranslatorFactory with the BaseImageTranslator.
BigGANTranslator	Built-in Translator that provides preprocessing and postprocessing for BigGAN.
BigGANTranslatorFactory	A TranslatorFactory that creates a BigGANTranslator instance.
ImageClassificationTranslator	A generic Translator for Image Classification tasks.
ImageClassificationTranslator.Builder	A Builder to construct a ImageClassificationTranslator.
ImageClassificationTranslatorFactory	A TranslatorFactory that creates an ImageClassificationTranslator.
ImageFeatureExtractor	A generic Translator for Image Classification feature extraction tasks.
ImageFeatureExtractor.Builder	A Builder to construct a ImageFeatureExtractor.
ImageFeatureExtractorFactory	A TranslatorFactory that creates an ImageClassificationTranslator.
ImageServingTranslator	A Translator that can handle generic CV Input and Output.
InstanceSegmentationTranslator	A BaseImageTranslator that post-process the NDArray into DetectedObjects with boundaries at the detailed pixel level.
InstanceSegmentationTranslator.Builder	The builder for Instance Segmentation translator.
InstanceSegmentationTranslatorFactory	A TranslatorFactory that creates a InstanceSegmentationTranslator instance.
ObjectDetectionTranslator	A BaseImageTranslator that post-process the NDArray into DetectedObjects with boundaries.
ObjectDetectionTranslator.ObjectDetectionBuilder<T extends ObjectDetectionTranslator.ObjectDetectionBuilder>	The base builder for the object detection translator.
ObjectDetectionTranslatorFactory	An abstract TranslatorFactory that creates a ObjectDetectionTranslator instance.
SemanticSegmentationTranslator	A Translator that post-process the Image into CategoryMask with output mask representing the class that each pixel in the original image belong to.
SemanticSegmentationTranslator.Builder	The builder for Semantic Segmentation translator.
SemanticSegmentationTranslatorFactory	A TranslatorFactory that creates a SemanticSegmentationTranslator instance.
SimplePoseTranslator	A BaseImageTranslator that post-process the NDArray into human Joints.
SimplePoseTranslator.Builder	The builder for Pose Estimation translator.
SimplePoseTranslatorFactory	An TranslatorFactory that creates a SimplePoseTranslator instance.
SingleShotDetectionTranslator	A BaseImageTranslator that post-process the NDArray into DetectedObjects with boundaries.
SingleShotDetectionTranslator.Builder	The builder for SSD translator.
SingleShotDetectionTranslatorFactory	An TranslatorFactory that creates a SingleShotDetectionTranslator instance.
StyleTransferTranslator	Built-in Translator that provides preprocessing and postprocessing for StyleTransfer.
StyleTransferTranslatorFactory	A TranslatorFactory that creates a StyleTransferTranslator instance.
YoloTranslator	A translator for yolo models.
YoloTranslator.Builder	The builder for YoloTranslator.
YoloTranslatorFactory	An TranslatorFactory that creates a YoloTranslator instance.
YoloV5Translator	A translator for YoloV5 models.
YoloV5Translator.Builder	The builder for YoloV5Translator.
YoloV5Translator.IntermediateResult
YoloV5TranslatorFactory	An TranslatorFactory that creates a YoloV5Translator instance.
YoloV8Translator	A translator for YoloV8 models.
YoloV8Translator.Builder	The builder for YoloV8Translator.
YoloV8TranslatorFactory	A translatorFactory that creates a YoloV8Translator instance.

Enum Summary

Enum	Description
YoloV5Translator.YoloOutputType	A enum represents the Yolo output type.