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library_name: psalm
license: apache-2.0
pipeline_tag: image-segmentation

PSALM: Pixelwise SegmentAtion with Large Multi-Modal Model

Paper: https://huggingface.co/papers/2403.14598.

Features

  • A powerful extension of the Large Multi-modal Model for generic (panoptic, instance, semantic) segmentation, referring segmentation and interactivate segmentation.
  • Support joint training across multiple segmentation tasks and visual-language tasks.
  • Demonstrates zero-shot capabilities on unseen task, such as open-vocabulary segmentation, generalizaed referring segmentation, and video object segmentation.

Note

You need to change mm_vision_tower to your mask2former checkpoint path.