IC Realtech connects cameras & NVR’s with state-of-the-art machine learning (ML/AI).
Machine learning (ML) is an umbrella term that includes a variety of techniques that have driven radical advances in Artificial Intelligence (AI). 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.
The big innovation here is in applying ML to all video streams at a scale and price that has never been possible before. 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 processing pipeline is not only extensible with hooks but also employs a variety of ML techniques including Recurrent Neural Networks (RNNs), Long Short-Term Memory Recurrent Neural Networks (LSTMs), and the most expensive CNNs. This enables people to exploit the latest advances from Google, Microsoft, Amazon, NVIDIA, etc… that would otherwise be extremely expensive. People get a real-time Search Engine for their own private video streams. It's a browse and search experience that is unprecedented in both speed and cost.
