Computer Vision / Video Analytics
Jul 17, 2024
Develop Generative AI-Powered Visual AI Agents for the Edge
An exciting breakthrough in AI technology—Vision Language Models (VLMs)—offers a more dynamic and flexible method for video analysis. VLMs enable users to...
9 MIN READ
Jul 10, 2024
Enhance Multi-Camera Tracking Accuracy by Fine-Tuning AI Models with Synthetic Data
Large-scale, use–case-specific synthetic data has become increasingly important in real-world computer vision and AI workflows. That’s because digital twins...
14 MIN READ
Jun 28, 2024
Introducing DoRA, a High-Performing Alternative to LoRA for Fine-Tuning
Full fine-tuning (FT) is commonly employed to tailor general pretrained models for specific downstream tasks. To reduce the training cost, parameter-efficient...
6 MIN READ
Jun 26, 2024
Improving Video Quality with the NVIDIA Video Codec SDK 12.2 for HEVC
NVIDIA Video Codec SDK provides a comprehensive set of APIs for hardware-accelerated video encode and decode on Windows and Linux. The 12.2 release improves...
7 MIN READ
Jun 26, 2024
Transforming Microsoft XLS and PPT Files into a Factory Digital Twin with OpenUSD
SyncTwin GmbH, a company that builds software to optimize production, intralogistics, and assembly, is on a mission to unlock industrial digital twins for small...
7 MIN READ
Jun 25, 2024
AI-Enhanced Navigation Charts Safer Waters for Massive Ships
Maritime startup Orca AI is pioneering safety at sea with its AI-powered navigation system, which provides real-time video processing to help crews make...
5 MIN READ
Jun 24, 2024
Addressing Medical Imaging Limitations with Synthetic Data Generation
Synthetic data in medical imaging offers numerous benefits, including the ability to augment datasets with diverse and realistic images where real data is...
9 MIN READ
Jun 24, 2024
Real-Time Vision AI From Digital Twins to Cloud-Native Deployment with NVIDIA Metropolis Microservices and NVIDIA Isaac Sim
As vision AI complexity increases, streamlined deployment solutions are crucial to optimizing spaces and processes. NVIDIA accelerates development, turning...
12 MIN READ
Jun 18, 2024
Generate Traffic Insights Using YOLOv8 and NVIDIA JetPack 6.0
Intelligent Transportation Systems (ITS) applications are becoming increasingly valuable and prevalent in modern urban environments. The benefits of using ITS...
11 MIN READ
Jun 17, 2024
Supercharge Robotics Workflows with AI and Simulation Using NVIDIA Isaac Sim 4.0 and NVIDIA Isaac Lab
The era of AI robots powered by physical AI has arrived. Physical AI models understand their environments and autonomously complete complex tasks in the...
11 MIN READ
Jun 06, 2024
MediaTek Integrates NVIDIA TAO Toolkit for IoT Edge AI Development
MediaTek is teaming with NVIDIA to integrate NVIDIA TAO training and pretrained models into its development workflow, bringing advanced AI and visual perception...
1 MIN READ
Jun 05, 2024
Build a Zero-Copy AI Sensor Processing Pipeline with OpenCV in NVIDIA Holoscan SDK
NVIDIA Holoscan is the NVIDIA domain-agnostic multimodal real-time AI sensor processing platform that delivers the foundation for developers to build their...
6 MIN READ
Jun 04, 2024
Power Cloud-Native Microservices at the Edge with NVIDIA JetPack 6.0, Now GA
NVIDIA JetPack SDK powers NVIDIA Jetson modules, offering a comprehensive solution for building end-to-end accelerated AI applications. JetPack 6 expands the...
12 MIN READ
Jun 02, 2024
Optimize Processes for Large Spaces with the Multi-Camera Tracking Workflow
This post is the first in a series on building multi-camera tracking vision AI applications. In this part, we introduce the overall end-to-end workflow,...
12 MIN READ
May 31, 2024
How to Train an Object Detection Model for Visual Inspection with Synthetic Data
AI is rapidly changing industrial visual inspection. In a factory setting, visual inspection is used for many issues, including detecting defects and missing or...
8 MIN READ
May 17, 2024
Enhancing the Apparel Shopping Experience with AI, Emoji-Aware OCR, and Snapchat's Screenshop
Ever spotted someone in a photo wearing a cool shirt or some unique apparel and wondered where they got it? How much did it cost? Maybe you've even thought...
8 MIN READ