Dmytro Mykheievskyi

BlitzMask: Real-Time Instance Segmentation Approach for Mobile Devices

We propose a fast and low complexity anchor-free instance segmentation approach BlitzMask. For the first time, the approach achieves competitive results for real-time inference on mobile devices. The model architecture modifies CenterNet by adding a new lite head to the CenterNet architecture. The m…