AI/ML●●●Banger
On-device meeting transcription for your Mac
CoreML models on Apple Neural Engine beat Whisper.cpp for on-device transcription.
WizardryDark Horse
paynedigital
602mo ago
Back to browse
EyesOff – On-device AI that catches shoulder surfers
by Two_hands·Mar 16, 2026·1 point·0 comments
AI Analysis
●MidNiche Gem
Single-feature shoulder surf detector with no depth beyond face detection.
Strengths
- •Custom-trained lightweight model runs locally with minimal CPU overhead.
- •Multiple alert modes including popup, notification, or custom app launch.
Weaknesses
- •One-trick utility with no extensibility beyond the core detection feature.
- •Privacy screen filters and webcam covers solve this problem more reliably.
Category
Target Audience
Remote workers, coffee shop users, privacy-conscious professionals
Similar To
Privacy screens · Webcam monitoring apps
Post Description
I built EyesOff after getting fed up with people glancing at my screen in coffee shops.
I trained a, custom and small, neural network to detect when people look at your screen. Whenever more faces than your allowed threshold are looking at your screen an alert will show. The model being ran locally ensures all data stays on your device - no cloud processing.
I would love feedback on the application and any features you think I should implement!
Similar Projects
Productivity●●Solid
Wispr Flow but free, 100% on-device, and open source (macOS)
Native Swift implementation beats Electron wrappers with sub-300ms latency on Apple Silicon.
CozySolve My Problem
dremnik
1023d ago
AI/ML●●Solid
Memorable – On-device AI search for iPhone photos, videos, screenshots
SigLIP2 on Neural Engine keeps photos on-device, though Apple Photos already does on-device search.
CozySolve My Problem
gautamdhameja
201mo ago
SaaS●●Solid
Sniffmail – Email verification API, one NPM install, catch fake-signups
SMTP verification beats format checks, but Kickbox and ZeroBounce already own email validation SaaS.
Solve My Problem
dayoola
203mo ago
AI/ML●●●Banger
Muesli – If Granola and Wisprflow had an open source on device baby
Local-first Whisper alternative that actually respects the 'free speech' branding.
Zero to OneSolve My Problem
pHequals7
15101mo ago
AI/ML●●Solid
NeuralForge – Fine-Tune LLMs on Your Mac Using Apple Neural Engine
Fine-tune LLMs on Apple Neural Engine using reverse-engineered private frameworks — genuinely novel approach.
WizardryBig BrainNiche Gem
khaeldur
112mo ago