How I Built an Arabic-First Shoplifting Detector with YOLOv8 and Qwen2-VL (on 8GB RAM)
How I Built an Arabic-First Shoplifting Detector with YOLOv8 and Qwen2-VL (on 8GB RAM) Retail theft costs small stores 2-3% of annual revenue. Existing AI solutions (Everseen, Veesion) cost $50-200/month and don't support Arabic. I wanted to build something that runs on a single 8GB computer and wo…
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- 2026-11-11 21:53 · DEV Community — Machine Learning
How I Built an Arabic-First Shoplifting Detector with YOLOv8 and Qwen2-VL (on 8GB RAM)