facebookresearch / facebookresearch/sam3

Dose SAM3 support finetune by a segmentation dataset only with mask annotation?

Open
#428 2 comments 0 reactions 0 assignees View on GitHub
Dominant language
Python
Stars
11.7k
Forks
1.8k
PR merge metrics
No merged PRs in 30d

Description

Can I finetune SAM3 with a segmentation dataset which only having mask annotation (without object detection format annotation like Yolo or coco)?

If yes, could you provide example codes?

Thanks!

Contributor guide

Open the contributing guide

Research direction

Start with the repository README and the example notebooks that cover SAM 3 finetuning and dataset preparation. Determine whether mask-only segmentation data is supported, then document the required annotation format and provide a minimal example if the existing workflow permits it.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
machine-learning
Issue type
Documentation
Difficulty
3/5
Estimated time
1-2 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
35/100

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.