senguptaumd/Background-Matting

How to make this work real time

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#41 opened on May 16, 2020

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 (10 comments) (2 reactions) (0 assignees)Python (665 forks)batch import
good first issue

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Description

Hi, Can this support video communication with resolution 1280*720 and frame rate 20fps above? Which work need to be done to support that?

Contributor guide

Research direction
Investigate the current model's performance and explore optimizations for real time video (e.g., model pruning, GPU acceleration, lower resolution preprocessing).
Tech stack
python
Domain
computer graphics
Issue type
Research
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
3
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
Over 1 week
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Active
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Needs investigation
Prerequisites
PythonVideo Processing Basics
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
30