Deploying VLM on Jetson (Complete Edge AI Guide) Introduction Computer vision is evolving rapidly. For years, most systems relied on discriminative AI, which focuses on tasks such as object detection or segmentation. While effective, these systems remain limited because they only recognize what they were trained to detect. However, Vision Language Models (VLMs) change this

NVIDIA’s Vision Programming Interface (VPI): Accelerating AI & Computer Vision Introduction NVIDIA VPI is redefining how developers build fast and efficient computer vision systems. For years, vision workloads such as object detection, stereo depth estimation and image correction struggled to run in real time on compact, power-efficient devices. On one hand, traditional libraries like OpenCV