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Enabling ML Capability
The following diagram shows a software product with machine learning (ML) capability enabled in that. If APIs already back the product, then enabling ML means exposing some additional APIs coming…
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Architecture of Complex Video Analytics Applications
The goal of a video analytics system or application is to generate insights from an observed video stream. In a video analytics system, a continuous stream of video frames is…
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Generating Ground Truth Images
Ground truth images are essential for the evaluation of object detection or background subtraction techniques. Now what is a ground truth image? Let’s consider a video frame captured using a…