facebookresearch / facebookresearch/sam3

Few-shot fine-tuning

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Dominant language
Python
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Description

I am curious to know how much data that we must need for few-shot finetuning.

I would be a great help if I could get the right parameter settings for fine-tuning the model with that small amount of dataset.

Finally, a clue to make custom dataset compatible with fine-tuning the SAM3 model.

Thank you in advance!

Contributor guide

Open the contributing guide

Research direction

Start by reading the repository's fine-tuning entry points and example notebooks to identify the documented training configuration and dataset format. The work is complete when the few-shot data requirements, relevant parameter settings, and custom-dataset compatibility guidance are clearly documented for SAM3 users.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
computer-vision, machine-learning
Issue type
Documentation
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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