This makes the instance segmentation task vulnerable to challenges from both the parent tasks, such as difficulty segmenting small objects and overlapping instances. Recent advances in instance ...

The proposed multi-task neural network performs three tasks, namely semantic segmentation, depth estimation, and soft-edge detection, which work together to enhance the accuracy of 3D reconstruction.