Jev-Omni runs lemon quality inspection fully local on a MacBook, 3 checks per lemon
airesearch12 · x · 2026-09-26
A fully local quality-inspection demo running on a MacBook: lemons on a roller line are classified by Jev-Omni, with Roboflow's RF-DETR (instance segmentation) as detector and the trackers library for tracking.
Each lemon is checked 3 times as it rolls; it only passes after 3 clean checks (to cover different sides), and any defect flags it. A practical blueprint for local small-model industrial inspection pipelines.
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