Computer VisionCompleted
Computer Vision Surveillance System
Built an end-to-end computer vision research system for real-time object detection, threat classification and alert generation.
PythonPyTorchYOLOv5/v8OpenCVFlask
monitoringdocs
Each write-up keeps the focus on the problem, architecture, implementation choices, quality evidence, and measurable impact.
Case studies
4
Focus
Verified delivery
Proof style
Outcome-led
Built an end-to-end computer vision research system for real-time object detection, threat classification and alert generation.
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