Project
FeaturedReal-Time Face Recognition & Attendance Platform
A real-time face recognition platform powered by InsightFace and FAISS that identifies 10,000+ people across webcam and RTSP/HLS camera streams, automating attendance tracking and offering an interactive robot greeting interface.
DjangoFAISS
FastAPIInsightFace
Next.js
ONNX Runtime
OpenCV
React
SQLite
InsightFace/ArcFace embedding'lari orqali yuzni aniqlash va FAISS vektor bazasida sub-100ms izlash.
Foydalanuvchi ro'yxatdan o'tkazish: 5-10 ta rasm yuklash yoki kameradan olib embedding train qilish.
Davomatni avtomatlashtirish: qo'lda webcam rejimi hamda 2 soniyalik avtomatik interval.
Ko'p manbali kamera: USB, web hamda RTSP/HLS oqimlarni WebSocket orqali real vaqtda qayta ishlash.
Robot salomlashuv interfeysi va fon skaner orqali odam aniqlanganida bildirishnoma.
Statistika dashboard'i (grafiklar, trendlar), GPU tezlashuvi va admin boshqaruv paneli.