predictor

package
v0.0.0-...-8f82a34 Latest Latest
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 Go to latest Published: Jun 29, 2020 License: NCSA Imports: 26 Imported by: 0

Documentation

Index

Constants

This section is empty.

Variables

This section is empty.

Functions

func NewImageClassificationPredictor 

func NewImageClassificationPredictor(model dlframework.ModelManifest, os ...options.Option) (common.Predictor, error)

New ...

func NewImageEnhancementPredictor 

func NewImageEnhancementPredictor(model dlframework.ModelManifest, os ...options.Option) (common.Predictor, error)

New ...

func NewObjectDetectionPredictor 

func NewObjectDetectionPredictor(model dlframework.ModelManifest, os ...options.Option) (common.Predictor, error)

New ...

func NewSemanticSegmentationPredictor 

func NewSemanticSegmentationPredictor(model dlframework.ModelManifest, opts ...options.Option) (common.Predictor, error)

Types

type ImageClassificationPredictor 

type ImageClassificationPredictor struct {
	common.ImagePredictor
	// contains filtered or unexported fields
}

ImageClassificationPredictor ...

func (*ImageClassificationPredictor) Close 

func (p *ImageClassificationPredictor) Close() error

Close ...

func (*ImageClassificationPredictor) Download 

func (p *ImageClassificationPredictor) Download(ctx context.Context, model dlframework.ModelManifest, opts ...options.Option) error

Download ...

func (*ImageClassificationPredictor) Load 

func (p *ImageClassificationPredictor) Load(ctx context.Context, model dlframework.ModelManifest, opts ...options.Option) (common.Predictor, error)

Load ...

func (*ImageClassificationPredictor) Modality 

func (p *ImageClassificationPredictor) Modality() (dlframework.Modality, error)

func (*ImageClassificationPredictor) Predict 

func (p *ImageClassificationPredictor) Predict(ctx context.Context, data interface{}, opts ...options.Option) error

Predict ...

func (*ImageClassificationPredictor) ReadPredictedFeatures 

func (p *ImageClassificationPredictor) ReadPredictedFeatures(ctx context.Context) ([]dlframework.Features, error)

ReadPredictedFeatures ...

func (*ImageClassificationPredictor) Reset 

func (p *ImageClassificationPredictor) Reset(ctx context.Context) error

Reset ...

type ImageEnhancementPredictor 

type ImageEnhancementPredictor struct {
	common.ImagePredictor
	// contains filtered or unexported fields
}

ImageEnhancementPredictor ...

func (*ImageEnhancementPredictor) Close 

func (p *ImageEnhancementPredictor) Close() error

func (*ImageEnhancementPredictor) Download 

func (p *ImageEnhancementPredictor) Download(ctx context.Context, model dlframework.ModelManifest, opts ...options.Option) error

Download ...

func (ImageEnhancementPredictor) GetInputLayerName 

func (p ImageEnhancementPredictor) GetInputLayerName(reader io.Reader, layer string) (string, error)

func (ImageEnhancementPredictor) GetOutputLayerName 

func (p ImageEnhancementPredictor) GetOutputLayerName(reader io.Reader, layer string) (string, error)

func (*ImageEnhancementPredictor) Load 

func (p *ImageEnhancementPredictor) Load(ctx context.Context, model dlframework.ModelManifest, opts ...options.Option) (common.Predictor, error)

Load ...

func (ImageEnhancementPredictor) Modality 

func (p ImageEnhancementPredictor) Modality() (dlframework.Modality, error)

func (*ImageEnhancementPredictor) Predict 

func (p *ImageEnhancementPredictor) Predict(ctx context.Context, data interface{}, opts ...options.Option) error

Predict ...

func (*ImageEnhancementPredictor) ReadPredictedFeatures 

func (p *ImageEnhancementPredictor) ReadPredictedFeatures(ctx context.Context) ([]dlframework.Features, error)

ReadPredictedFeatures ...

func (*ImageEnhancementPredictor) Reset 

func (p *ImageEnhancementPredictor) Reset(ctx context.Context) error

type ObjectDetectionPredictor 

type ObjectDetectionPredictor struct {
	common.ImagePredictor
	// contains filtered or unexported fields
}

ObjectDetectionPredictor ...

func (*ObjectDetectionPredictor) Close 

func (p *ObjectDetectionPredictor) Close() error

Close ...

func (*ObjectDetectionPredictor) Download 

func (p *ObjectDetectionPredictor) Download(ctx context.Context, model dlframework.ModelManifest, opts ...options.Option) error

Download ...

func (*ObjectDetectionPredictor) GetInputLayerName 

func (p *ObjectDetectionPredictor) GetInputLayerName(reader io.Reader, layer string) (string, error)

func (*ObjectDetectionPredictor) GetOutputLayerName 

func (p *ObjectDetectionPredictor) GetOutputLayerName(reader io.Reader, layer string) (string, error)

func (*ObjectDetectionPredictor) Load 

func (p *ObjectDetectionPredictor) Load(ctx context.Context, model dlframework.ModelManifest, opts ...options.Option) (common.Predictor, error)

Load ...

func (*ObjectDetectionPredictor) Modality 

func (p *ObjectDetectionPredictor) Modality() (dlframework.Modality, error)

func (*ObjectDetectionPredictor) Predict 

func (p *ObjectDetectionPredictor) Predict(ctx context.Context, data interface{}, opts ...options.Option) error

Predict ...

func (*ObjectDetectionPredictor) ReadPredictedFeatures 

func (p *ObjectDetectionPredictor) ReadPredictedFeatures(ctx context.Context) ([]dlframework.Features, error)

ReadPredictedFeatures ...

func (*ObjectDetectionPredictor) Reset 

func (p *ObjectDetectionPredictor) Reset(ctx context.Context) error

Reset ...

type SemanticSegmentationPredictor 

type SemanticSegmentationPredictor struct {
	common.ImagePredictor
	// contains filtered or unexported fields
}

func (*SemanticSegmentationPredictor) Close 

func (p *SemanticSegmentationPredictor) Close() error

func (*SemanticSegmentationPredictor) Download 

func (p *SemanticSegmentationPredictor) Download(ctx context.Context, model dlframework.ModelManifest, opts ...options.Option) error

Download ...

func (*SemanticSegmentationPredictor) GetInputLayerName 

func (p *SemanticSegmentationPredictor) GetInputLayerName(reader io.Reader, layer string) (string, error)

func (*SemanticSegmentationPredictor) GetOutputLayerName 

func (p *SemanticSegmentationPredictor) GetOutputLayerName(reader io.Reader, layer string) (string, error)

func (*SemanticSegmentationPredictor) Load 

func (p *SemanticSegmentationPredictor) Load(ctx context.Context, model dlframework.ModelManifest, opts ...options.Option) (common.Predictor, error)

func (SemanticSegmentationPredictor) Modality 

func (p SemanticSegmentationPredictor) Modality() (dlframework.Modality, error)

func (*SemanticSegmentationPredictor) Predict 

func (p *SemanticSegmentationPredictor) Predict(ctx context.Context, data interface{}, opts ...options.Option) error

Predict ...

func (*SemanticSegmentationPredictor) ReadPredictedFeatures 

func (p *SemanticSegmentationPredictor) ReadPredictedFeatures(ctx context.Context) ([]dlframework.Features, error)

ReadPredictedFeatures ...

func (*SemanticSegmentationPredictor) Reset 

func (p *SemanticSegmentationPredictor) Reset(ctx context.Context) error

Source Files

  • image_classification_predictor.go
  • image_enhancement_predictor.go
  • image_instance_segmentation_predictor.go
  • image_object_detection_predictor.go
  • image_semantic_segmentation_predictor.go
  • init.go
  • utils.go

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