- 【人脸检测】新增6个模型(MTCNN、YOLOV5、RetinaFace小尺寸版)，大幅提升性能

- 【人脸识别】新增Seetaface6轻量模型
- 【目标检测】支持视频流目标检测（rtsp、视频文件等）
- 【目标检测】支持tensorflow2目标检测模型
- 【目标检测】新增行人检测模型(yolo-person)
- 【通用视觉】新增4个动作识别模型
- 【通用视觉】新增语义分割模型
- 【通用视觉】新增5个实例分割模型(含yolov8-seg、yolov11-seg)
- 【通用视觉】新增yolo-obb11旋转框检测(含yolov11-obb)
- 【通用视觉】新增5个姿态估计模型(含yolov8-pose、yolov11-pose)

vision/src/main/java/cn/smartjavaai/instanceseg/model/CommonInstanceSegModel.java

@@ -113,6 +113,9 @@ public class CommonInstanceSegModel implements InstanceSegModel {
     @Override
     public R<DetectionResponse> detectAndDraw(Image image) {
         DetectedObjects detectedObjects = detectCore(image);
+        if(Objects.isNull(detectedObjects) || detectedObjects.getNumberOfObjects() == 0){
+            return R.fail(R.Status.NO_OBJECT_DETECTED);
+        }
         image.drawBoundingBoxes(detectedObjects);
         DetectionResponse detectionResponse = DetectorUtils.convertToDetectionResponse(detectedObjects, image);
         detectionResponse.setDrawnImage(image);
@@ -124,6 +127,9 @@ public class CommonInstanceSegModel implements InstanceSegModel {
         try {
             Image img = SmartImageFactory.getInstance().fromFile(Paths.get(imagePath));
             DetectedObjects detectedObjects = detectCore(img);
+            if(Objects.isNull(detectedObjects) || detectedObjects.getNumberOfObjects() == 0){
+                return R.fail(R.Status.NO_OBJECT_DETECTED);
+            }
             img.drawBoundingBoxes(detectedObjects);
             img.save(Files.newOutputStream(Paths.get(outputPath)), "png");
             DetectionResponse detectionResponse = DetectorUtils.convertToDetectionResponse(detectedObjects, img);