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Real-time CNN inference

Live vegetable classification with your camera

Position a vegetable inside the center guide. VeggieAI captures a tight center crop and sends optimized frames to your deployed model for fast, continuous predictions.

Camera preview + live predictions

Center your target, then start camera. Predictions update continuously.

Ready
Camera idle
Press Start camera to begin live inference
Keep object inside center ring

Model resolution

23x23

Fast live mode

101x101

Higher detail

Live metrics

Camera FPS -
Inference rate -
Avg latency -

Top alternatives

  • Run live inference to populate the top-k list.

On supported devices, this page keeps camera preview smooth and uses one in-flight request at a time to avoid request backlogs.