org.opencv.dnn

Class TextDetectionModel_DB

java.lang.Object

org.opencv.dnn.Model

org.opencv.dnn.TextDetectionModel

org.opencv.dnn.TextDetectionModel_DB

public class TextDetectionModel_DB
extends TextDetectionModel

This class represents high-level API for text detection DL networks compatible with DB model. Related publications: CITE: liao2020real Paper: https://arxiv.org/abs/1911.08947 For more information about the hyper-parameters setting, please refer to https://github.com/MhLiao/DB Configurable parameters: - (float) binaryThreshold - The threshold of the binary map. It is usually set to 0.3. - (float) polygonThreshold - The threshold of text polygons. It is usually set to 0.5, 0.6, and 0.7. Default is 0.5f - (double) unclipRatio - The unclip ratio of the detected text region, which determines the output size. It is usually set to 2.0. - (int) maxCandidates - The max number of the output results.

Field Summary

Fields inherited from class org.opencv.dnn.Model

nativeObj

Constructor Summary

Constructors

Modifier	Constructor and Description
protected	TextDetectionModel_DB(long addr)
	TextDetectionModel_DB(Net network) Create text detection algorithm from deep learning network.
	TextDetectionModel_DB(String model) Create text detection model from network represented in one of the supported formats.
	TextDetectionModel_DB(String model, String config) Create text detection model from network represented in one of the supported formats.

Method Summary

Modifier and Type	Method and Description
static TextDetectionModel_DB	__fromPtr__(long addr)
protected void	finalize()
float	getBinaryThreshold()
int	getMaxCandidates()
float	getPolygonThreshold()
double	getUnclipRatio()
TextDetectionModel_DB	setBinaryThreshold(float binaryThreshold)
TextDetectionModel_DB	setMaxCandidates(int maxCandidates)
TextDetectionModel_DB	setPolygonThreshold(float polygonThreshold)
TextDetectionModel_DB	setUnclipRatio(double unclipRatio)

Methods inherited from class org.opencv.dnn.TextDetectionModel

detect, detect, detectTextRectangles, detectTextRectangles

Methods inherited from class org.opencv.dnn.Model

enableWinograd, getNativeObjAddr, predict, setInputCrop, setInputMean, setInputParams, setInputParams, setInputParams, setInputParams, setInputParams, setInputParams, setInputScale, setInputSize, setInputSize, setInputSwapRB, setOutputNames, setPreferableBackend, setPreferableTarget

Methods inherited from class java.lang.Object

clone, equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

TextDetectionModel_DB

protected TextDetectionModel_DB(long addr)

TextDetectionModel_DB

public TextDetectionModel_DB(Net network)

Create text detection algorithm from deep learning network.

Parameters:

network - Net object.

TextDetectionModel_DB

public TextDetectionModel_DB(String model,
                             String config)

Create text detection model from network represented in one of the supported formats. An order of model and config arguments does not matter.

Parameters:

model - Binary file contains trained weights.

config - Text file contains network configuration.

TextDetectionModel_DB

public TextDetectionModel_DB(String model)

Create text detection model from network represented in one of the supported formats. An order of model and config arguments does not matter.

Parameters:

model - Binary file contains trained weights.

Method Detail

__fromPtr__

public static TextDetectionModel_DB __fromPtr__(long addr)

setBinaryThreshold

public TextDetectionModel_DB setBinaryThreshold(float binaryThreshold)

getBinaryThreshold

public float getBinaryThreshold()

setPolygonThreshold

public TextDetectionModel_DB setPolygonThreshold(float polygonThreshold)

getPolygonThreshold

public float getPolygonThreshold()

setUnclipRatio

public TextDetectionModel_DB setUnclipRatio(double unclipRatio)

getUnclipRatio

public double getUnclipRatio()

setMaxCandidates

public TextDetectionModel_DB setMaxCandidates(int maxCandidates)

getMaxCandidates

public int getMaxCandidates()

finalize

protected void finalize()
                 throws Throwable

Overrides:

finalize in class TextDetectionModel

Throws:

Throwable