GTC: AI Video Analytics Presentations
Here are some top technical sessions that will help developers understand NVIDIA tools to train, build and deploy AI-based video analytics applications. … Read more
Category Archives: IVA / IoT
Developer Blog: Implementing a Face Mask Detector Application for COVID-19
For public safety and health, authorities are recommending the use of face masks and coverings to control the spread of COVID-19. In this post, we show experiments using TLT to train a face mask detection model and then using the DeepStream SDK to perform efficient, real-time deployment of the trained model. … Read more
Developer Blog: Deploying Real-time Object Detection Models with the NVIDIA Isaac SDK and NVIDIA Transfer Learning Toolkit
This technical post is the first in a series that shows you how to use Docker for object detection with NVIDIA Transfer Learning Toolkit (TLT). … Read more
Speedup End-to-End Vision AI Using Transfer Learning Toolkit 2.0 & DeepStream SDK 5.0
We’ve added major features and enhancements requested by our developer community for the production release of our Vision AI software suite: Transfer Learning Toolkit 2.0 and DeepStream SDK 5.0. Here is an overview of key features available. … Read more
Developer Blog: Deploying Real-time Object Detection Models
This technical post is the first in a series that shows you how to use Docker for object detection with NVIDIA Transfer Learning Toolkit (TLT). … Read more
Developer Blog: Detecting Rotated Objects Using the NVIDIA Object Detection Toolkit
Object detection and classification in imagery using deep neural networks (DNNs) and convolutional neural networks (CNNs) is a well-studied area. For some applications, these AI approaches are considered to be reliable enough to use in production with minimal intervention. … Read more
CVPR 2020: Researchers Develop AI Solutions to Improve Transportation Systems
To accelerate research and development of techniques to help make transportation systems smarter, researchers at the annual Computer Vision and Pattern Recognition Conference (CVPR) competed in the fourth annual AI City Challenge. … Read more
Introducing Isaac SDK and Sim 2020.1
The NVIDIA Isaac Software Development Kit (SDK) enables accelerated AI robot development workflows. Stacked with new tools and application support, Isaac SDK 2020.1 is an end-to-end solution supporting each step of robot fleet deployment, from design collaboration and training to the ongoing maintenance of AI applications. … Read more
Build and deploy AI models using NVIDIA DeepStream on Jetson and AWS IoT Core
NVIDIA DeepStream is the accelerated framework to build AI-powered Intelligent Video Analytics apps and services. With DeepStream end-to-end inference and IoT capabilities, developers can generate real-time insights on the edge and seamlessly connect to the cloud. … Read more
AI at the Edge Challenge Spotlight: Saving Bandwidth with Anomaly Detection
Most smart city applications today rely on analyzing large amounts of video data from cameras. The ability to identify and reason over the most relevant events within a video is essential to build efficient and scalable applications. … Read more