Instance segmentation extends beyond object detection, encompassing the task of identifying individual objects within an image and delineating them from the surrounding context. The outcome of an ...

Another trend in image segmentation for object detection is the use of multi-modal segmentation. Multi-modal segmentation refers to the integration of different types of data or modalities, such ...

Despite its numerous characteristics, YOLOv3 has to be combined with appropriate image segmentation technologies to achieve effective 2D object extraction in real-time monitoring, robot navigation, ...

Underwater object detection and segmentation has been attracting a lot of interest, and recently various systems have been designed. In this paper, we introduce a novel technique to automatically ...

Object detection takes image classification one step further and provides the bounding box where detected objects are located. Segmentation comes in two flavors: semantic segmentation and instance ...

To avoid overfitting, some image augmentation methods could be used to ensure input sufficient data size including flipping, cropping, rotation, translation, noise injection, random erasing, mixing ...