facebookresearch / facebookresearch/sam3

Why do I get very low initial bbox values when using the COCO dataset to fine-tune SAM3?

Open
#402 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

Image
Why do I get very low initial bbox values when using the COCO dataset to fine-tune SAM3?
The pre-trained SAM3 should have relatively high detection capability on the COCO dataset, shouldn't it?

Contributor guide

Open the contributing guide

Research direction

No file, test, command, configuration, or reproducible example is provided; the issue only includes an image and a question about COCO fine-tuning. Start by collecting the fine-tuning setup and comparing the initial bounding-box outputs with the COCO annotations and pretrained SAM3 behavior. Done means identifying and documenting the cause of the low values.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
computer-vision, machine-learning
Issue type
Bug
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.