Michael Hasltead

Knowledge Distillation for Efficient Panoptic Semantic Segmentation: Applied to Agriculture

Panoptic segmentation provides both holistic and detailed image parsing information at both the pixel and the instance level. However, the computational burdens restrict its applications in real-time scenarios. A potential approach to learn more efficient models is to employ knowledge distillation.…