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Scouter 2: a small Python app that recognises people and objects through a webcam and says what it sees (YuNet + SFace + YOLOX, all through OpenCV)

I rewrote an old Raspberry Pi project of mine that never worked. Now it: recognises enrolled faces (YuNet detection + SFace embeddings, cosine match) detects the 80 COCO object classes with YOLOX-S via cv2.dnn speaks what it sees, with rules so it doesn't nag: greet a person once per 30 s, debounce…

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  1. 2026-10-24 22:37 · r/computervision
    Scouter 2: a small Python app that recognises people and objects through a webcam and says what it sees (YuNet + SFace + YOLOX, all through OpenCV)

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