CAMERA OFFLINE
Live Syringe Vision — Bench Capture Station
Real-time object detection, hand skeletal tracking, persistent object tracking and syringe volume estimation from a USB webcam. Frames are captured in the browser and scored on the EagleIV inference server; nothing is recorded to disk.
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Camera not started
Point the USB webcam at the bench so the full syringe barrel is in frame, then press Start Camera.
0 fps client 0 ms round-trip 0 ms detector 0 ms hands cpu
Syringe Volume — Live Read
mL of 12 mL
Read precision
Confidence
Read tier
Plunger idle
Orientation
Reads the printed scale on the current frame (~5 s, median of 3).
Tracked Objects 0
No objects in view
Hands & Contact 0
No hands in view