Class YoloDetector

java.lang.Object

org.episteme.core.media.vision.detection.YoloDetector

public class YoloDetector
extends Object

Wrapper for YOLO (You Only Look Once) Object Detection models.

Uses ONNXRuntimeBackend to execute YOLOv8 models. Provides sophisticated pre-processing and post-processing (NMS).

Since:

2.0

Author:

Silvere Martin-Michiellot, Gemini AI (Google DeepMind)

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static final record	YoloDetector.Detection	Represents a detected object.

Constructor Summary

Constructors

Constructor	Description
YoloDetector(Path modelPath, List<String> labels)

Method Summary

Modifier and Type	Method	Description
List<YoloDetector.Detection>	detect(Path imagePath)	Detects objects in an image.

Methods inherited from class Object

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

Constructor Details

YoloDetector

public YoloDetector(Path modelPath,
 List<String> labels)

Method Details

detect

public List<YoloDetector.Detection> detect(Path imagePath)

Detects objects in an image.

Parameters:

imagePath - path to the input image.

Returns:

list of detected objects.