segments-ai/panoptic-segment-anything

Combining Segment Anything (SAM) with Grounded DINO for zero-shot object detection and CLIPSeg for zero-shot segmentation

Jupyter NotebookPythonsegmentationopen-vocabulary-detectionopen-vocabulary-segmentation
This is stars and forks stats for /segments-ai/panoptic-segment-anything repository. As of 20 Apr, 2024 this repository has 267 stars and 16 forks.

Zero-shot panoptic segmentation using SAM This is a proof of concept for zero-shot panoptic segmentation using the Segment Anything Model (SAM). SAM cannot immediately achieve panoptic segmentation due to two limitations: The released version of SAM is not text-aware The authors of Segment Anything mention that it is unclear how to design simple prompts that implement semantic and panoptic segmentation To solve these challenges we use the following additional models: Grounding DINO, a zero-shot...
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