sign/translate

Sign Language Identification

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#21 opened on Aug 26, 2021

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 (0 comments) (0 reactions) (0 assignees)TypeScript (164 forks)auto 404
enhancementhelp wantedsigned-to-spoken

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Description

Add a "Detect Language" to signed-to-spoken language translation, which identifies the signed language based on a sequence of poses.

Contributor guide

Research direction
Explore pose sequence classification methods for sign language identification. Look into existing models that map pose landmarks to language labels.
Tech stack
typescript
Domain
machine learningaibackend
Issue type
Feature
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.
Half day
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Fresh
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Clear
Prerequisites
Machine Learning basicsPose estimation concepts
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
50