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sshibinthomass
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sam2-household-train-20260709-100604

Mask Generation
sam2
Safetensors
image-segmentation
household-objects
modal-t4
wandb
Model card Files
xet
 Community

SAM2 Household Fine-tuned Checkpoint

Fine-tuned facebook/sam2.1-hiera-small for household object masks with bbox prompts.

  • Base model: facebook/sam2.1-hiera-small
  • Dataset source: nielsr/coco-panoptic-val2017
  • Training samples: 3000
  • Validation samples: 256
  • Test samples: 256
  • Steps: 1000
  • Batch size: 16
  • Best validation IoU: 0.804804
  • Best validation Dice: 0.891847
  • Best threshold: 0.45
  • W&B: https://wandb.ai/sshibinthomass-tu-dortmund/household-object-finetuning/runs/mbtqh4nt
  • Modal app: sam2-household-modal-train
  • Hub repo: sshibinthomass/sam2-household-train-20260709-100604
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facebook/sam2.1-hiera-small
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Dataset used to train sshibinthomass/sam2-household-train-20260709-100604