facebookresearch / facebookresearch/sam3

Few-Shot Fine-tuning

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Dominant language
Python
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Description

Hey Team,

Great work! Huge advancements can be seen from SAM to SAM3 in last 2.5 years. I just had a query:

Can you please provide some reference scripts to fine-tune the model for a different domain for few-shot segmentation? I can't find anything in the repo related to it. So, it will be a great help if you can provide any help regarding to it.

Thanks,
Anit

Contributor guide

Open the contributing guide

Research direction

Start by reviewing the repository's existing Python fine-tuning code and example notebooks to determine what domain-adaptation path is exposed. Compare that path with the requested few-shot segmentation workflow; done means providing reference scripts and a reproducible fine-tuning example for a different domain.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
computer-vision, machine-learning
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
28/100

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