![]() IC Realtech's multi-stage processing funnel eliminates spurious motion, adapts to the scene, ranks the importance of events, learns quickly from very few user interactions, and applies labels in real-time at low cost. The big innovation here is in applying ML to all video streams at a scale and price that has never been possible before. Some kinds of machine learning - like Deep Learning with Convolutional Neural Networks (CNNs) - get the most attention because their results are amazing and they require such massive computing power that the tech industry sees a sea-change opportunity in enabling computers to understand what’s happening in the real world. Machine learning (ML) is an umbrella term that includes a variety of techniques that have driven radical advances in Artificial Intelligence (AI).
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