facebookresearch / facebookresearch/sam2

How can we perform segmentation in real-time?

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#60 5 comments 2 reactions 0 assignees View on GitHub
Dominant language
Jupyter Notebook
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Description

Currently, I think we can only input video via separated frames stored in a directory.
However, for online applications, we should be able to input frames sequentially as they come in.
Are there any existing solutions to facilitate this?
Additionally, are there plans to add such functionality in the future?

Thank you for amazing work!

Contributor guide

Open the contributing guide

Research direction

Start by reviewing the repository's example notebooks and existing video inference flow. Determine whether sequential frame input is supported, and document or scope what would be required for real-time segmentation and what a complete solution would demonstrate.

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Assessment

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

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