Package org.opencv.dnn
Class TextDetectionModel_EAST
java.lang.Object
org.opencv.dnn.Model
org.opencv.dnn.TextDetectionModel
org.opencv.dnn.TextDetectionModel_EAST
public class TextDetectionModel_EAST extends TextDetectionModel
This class represents high-level API for text detection DL networks compatible with EAST model.
Configurable parameters:
- (float) confThreshold - used to filter boxes by confidences, default: 0.5f
- (float) nmsThreshold - used in non maximum suppression, default: 0.0f
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Field Summary
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Constructor Summary
Constructors Modifier Constructor Description protected
TextDetectionModel_EAST(long addr)
TextDetectionModel_EAST(String model)
Create text detection model from network represented in one of the supported formats.TextDetectionModel_EAST(String model, String config)
Create text detection model from network represented in one of the supported formats.TextDetectionModel_EAST(Net network)
Create text detection algorithm from deep learning network -
Method Summary
Modifier and Type Method Description static TextDetectionModel_EAST
__fromPtr__(long addr)
protected void
finalize()
float
getConfidenceThreshold()
Get the detection confidence thresholdfloat
getNMSThreshold()
Get the detection confidence thresholdTextDetectionModel_EAST
setConfidenceThreshold(float confThreshold)
Set the detection confidence thresholdTextDetectionModel_EAST
setNMSThreshold(float nmsThreshold)
Set the detection NMS filter thresholdMethods inherited from class org.opencv.dnn.TextDetectionModel
detect, detect, detectTextRectangles, detectTextRectangles
Methods inherited from class org.opencv.dnn.Model
getNativeObjAddr, predict, setInputCrop, setInputMean, setInputParams, setInputParams, setInputParams, setInputParams, setInputParams, setInputParams, setInputScale, setInputSize, setInputSize, setInputSwapRB, setPreferableBackend, setPreferableTarget
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Constructor Details
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TextDetectionModel_EAST
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TextDetectionModel_EAST
Create text detection algorithm from deep learning network- Parameters:
network
- Net object
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TextDetectionModel_EAST
Create text detection model from network represented in one of the supported formats. An order ofmodel
andconfig
arguments does not matter.- Parameters:
model
- Binary file contains trained weights.config
- Text file contains network configuration.
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TextDetectionModel_EAST
Create text detection model from network represented in one of the supported formats. An order ofmodel
andconfig
arguments does not matter.- Parameters:
model
- Binary file contains trained weights.
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Method Details
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__fromPtr__
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setConfidenceThreshold
Set the detection confidence threshold- Parameters:
confThreshold
- A threshold used to filter boxes by confidences- Returns:
- automatically generated
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getConfidenceThreshold
Get the detection confidence threshold- Returns:
- automatically generated
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setNMSThreshold
Set the detection NMS filter threshold- Parameters:
nmsThreshold
- A threshold used in non maximum suppression- Returns:
- automatically generated
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getNMSThreshold
Get the detection confidence threshold- Returns:
- automatically generated
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finalize
- Overrides:
finalize
in classTextDetectionModel
- Throws:
Throwable
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