SUMMARY AI summary by gpt-5-mini
CommAssist-AI is an accessibility-focused communication assistant that combines computer vision, speech recognition, and voice synthesis to translate hand signs and gestures into text and speech in real time. Intended users include people who are deaf or hard of hearing, their communication partners, caregivers, and developers/researchers building accessible interfaces. Key features: - Real-time sign/hand-gesture recognition via camera - Speech-to-text and text-to-speech modules - FastAPI Python backend serving a trained ML model - Native iOS client (Swift, UIKit) with AVFoundation and Vision integration - ML stack: MediaPipe, OpenCV, scikit-learn (RandomForest) - Simple deployment and local setup instructions; model file and API endpoints included.
DETECTED Detected AI stack
AI-related keywords found in this repo's description, topics, or README summary — grouped by category. Each badge links to the corresponding ranking detail page.
Language breakdown (by bytes)
Why this is classified AI-related
The AI relevance score checks four places for AI keywords and adds the weight of each one that matches. Full methodology
Total AI relevance score: 75 / 100
Position among AI repos in the same language
We track 222 Swift repos, of which 181 score 40 or above on AI relevance. 74 have more stars than this one (top 33.8%), and 15 score higher (top 7.2%).
Owner
iOS Developer | Swift & UIKit | Building interactive apps and learning new tech every day #iOS #Swift #UIKit #Realm #Xcode #MobileApps #Git #OpenSource
Dates
| Created on GitHub | 2026-05-15 |
| Last push | 2026-05-15 |
| First seen here | 2026-05-15 |
| Last fetched | 2026-08-18 16:19 |
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