Hugging Face's logo

sshibinthomass
/
sam2-household-train-20260709-100252

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: 64
  • Validation samples: 16
  • Test samples: 16
  • Steps: 20
  • Batch size: 16
  • Best validation IoU: 0.534104
  • Best validation Dice: 0.696307
  • Best threshold: 0.3
  • W&B: https://wandb.ai/sshibinthomass-tu-dortmund/household-object-finetuning/runs/zjxjg9vq
  • Modal app: sam2-household-modal-train
  • Hub repo: sshibinthomass/sam2-household-train-20260709-100252
Downloads last month
-
Safetensors
Model size
38.5M params
Tensor type
F32
·
Inference Providers NEW
Mask Generation
This model isn't deployed by any Inference Provider. 🙋 Ask for provider support

Model tree for sshibinthomass/sam2-household-train-20260709-100252

Base model

facebook/sam2.1-hiera-small
Finetuned
(17)
this model

Dataset used to train sshibinthomass/sam2-household-train-20260709-100252