Vision Debug
Validate hand-scan cameras, collect card-vision samples, and compare markerless recognition against AprilTag detection.
Card Vision Debug
samples 0evaluated 0hits 0
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expected:not setAPI key is read server-side from ROBOFLOW_API_KEY.
Live Camera
StoppedDetector ready
Capture readable peek frames here. Samples stay in this browser until you clear or export them.
active deviceId: not runningselected deviceId: no camera
Frame Qualitywaiting
Start the camera to evaluate frames.
Card Visiondetector: ready
Read StatusStopped
camera is not running
raw 0frame 0stable 0
No stable card candidates yet.
Captured Samples
No samples yet. Start the camera and add a frame when the card corner is visible.