Okeha/sign-language-translator-backend
46
Real-time SL detection system featuring WebSocket streaming, VideoMAE fine-tuned on WLASL, and LLM-driven semantic disambiguation. Includes a full pipeline for 3D motion capture (JSON/Three.js) and optimized inference for CUDA and DirectML.
What's novel
Real-time SL detection system featuring WebSocket streaming, VideoMAE fine-tuned on WLASL, and LLM-driven semantic disambiguation. Includes a full pipeline for 3D motion capture (JSON/Three.js) and optimized inference for CUDA and DirectML.
Score Breakdown
Innovation
4 (25%)
Craft
42 (35%)
Traction
5 (15%)
Scope
49 (25%)
Signal breakdown
Innovation
Not Fork+1
Code Novelty+0
Unique Niche+1
Concept Novelty+2
Craft
Ci-1
Tests+5
Polish+0
Releases+0
Has License+0
Code Quality+12
Readme Quality+15
Recent Activity+7
Structure Quality+5
Commit Consistency+5
Has Dependency Mgmt+5
Traction
Forks+0
Stars+6
Hn Points+0
Watchers+0
Early Traction+0
Devto Reactions+0
Community Contribs+0
Scope
Commits+7
Languages+5
Subsystems+5
Bloat Penalty+0
Completeness+6
Contributors+5
Authored Files+15
Readme Code Match+3
Architecture Depth+7
Implementation Depth+8
Evidence
Commits
28
Contributors
1
Files
2269
Active weeks
11
TestsCI/CDREADMELicenseContributing
Repository
Language
Python
Stars
2
Forks
0
License
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