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Panoptic-Segmentation

Implemented an end-to-end transformer based model (DETR) for the task of Panoptic segmentation.

Given Sequence:

Image_seq

Current output of the model:

Image_seq

TODO:

  • Extend this model for instance matching over sequences of images, i.e. Video Panoptic segmentation, perhaps using something from ViP DeepLab?