A fully automated pipeline that pairs YOLOv8 detections with SAM2 to segment infinite videos at constant memory, with additional engineering for online object addition and preloaded memory banks.
Issue comment on sam2 github repository: Are there any method for reducing gpu memory over- head? https://github.com/facebookresearch/sam2/issues/196#issuecomment-2475114783, 2024
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Det-SAM2:Technical Report on the Self-Prompting Segmentation Framework Based on Segment Anything Model 2
A fully automated pipeline that pairs YOLOv8 detections with SAM2 to segment infinite videos at constant memory, with additional engineering for online object addition and preloaded memory banks.