Streamline Deep Learning for Video Analytics with DeepStream SDK 2.0
Discover how to leverage AI-based video analytics applications using DeepStream SDK 2.0 for Tesla to transform video into valuable insights for smart cities. Explore the modular plugin architecture and scalable framework for application development, featuring frequently used plugins for multi-stream decoding/encoding, scaling, color space conversion, and tracking. Dive into topics such as IVA in smart cities, DeepStream software stack, metadata structure, pipeline architecture, and NVIDIA-accelerated plugins. Learn about efficient memory management, reference applications for vehicle detection and tracking, configuration files, and performance best practices. Gain insights on implementing custom TensorRT plugin layers, integrating object detection models, and creating modular applications with DeepStream. Download the NVIDIA DeepStream SDK and accompanying webinar slides to start developing powerful video analytics solutions.