On-Device Vision SW
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Updated
Dec 9, 2025
On-Device Vision SW
An open and practical guide to Edge Vision.
Notes and resources from Qualcomm On-device AI course, provided by DeepLearningAI
Edge computing and computer vision with Jetson Nano GPU devices (course material)
An efficient vision system designed to monitor scenes and trigger signals by focusing computation entirely on moving objects instead of static backgrounds.
This repository presents an edge-cloud distributed video analytics system. The solution is designed to be scene-aware, low-latency, and low-bandwidth-dependency, with strong detection quality. The repository includes the production-ready system alongside system-level experiments to assess performance, showcase operability and design efficiency.
TypeScript and OpenCV portfolio station for visual inspection review, quality metrics, and containerized deployment.
Python and OpenCV-ready portfolio SDK for defect segmentation, pass/fail policy, and JSON inspection reports.
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