AI-based computer vision (CV) applications are increasing, and are particularly important for extracting real-time insights from video feeds. This revolutionary technology empowers you to unlock valuable information that was once impossible to obtain without significant operator intervention, and provides new opportunities for innovation and problem-solving.
NVIDIA DeepStream SDK targets Intelligent Video Analytics (IVA) use cases that leverage machine learning (ML) to extract insights from video streams. It uses GPU acceleration for ML and accelerated hardware for maximum preprocessing performance when running on NVIDIA hardware.
This post explores the potential of combining Edge Impulse for model development with the NVIDIA DeepStream SDK for deployment so that you can rapidly create end-to-end applications. Edge Impulse is a member of the NVIDIA Inception program.
