RidgeRun Software Developer Blog

Explore the key challenges of embedded vision in robotics and how RidgeRun helps teams integrate cameras, LiDAR, ROS 2, Edge AI, real-time perception, and low-latency teleoperation into production-ready robotic systems.

Embedded vision and Edge AI are transforming medical and healthcare systems by enabling real-time imaging, low-latency streaming, patient privacy protection, and smarter medical device workflows directly at the edge.

RidgeRun helps industrial automation teams integrate embedded vision, Edge AI, real-time video processing, and sensor systems to improve quality inspection, remote monitoring, predictive maintenance, and smarter decision-making on the production floor.**

Real-time AI at the edge is reshaping industries from medical devices to broadcast media. NVIDIA’s ecosystem—GStreamer, DeepStream, Holoscan SDK, and Holoscan for Media—offers multiple approaches to building streaming AI pipelines, each with distinct trade-offs in latency, scalability, and architecture. This deep dive clarifies how these frameworks differ and when to use each.

The NXP i.MX95 platform is designed to meet the growing demands of edge AI and modern embedded systems, combining heterogeneous processing, a dedicated Neural Processing Unit (NPU), and advanced multimedia capabilities. This article provides a decision-focused overview of its architecture, software ecosystem, and key use cases, helping technical leaders evaluate its suitability for industrial, automotive, and intelligent IoT applications.

Select the best hardware device for AI and deep learning inference acceleration

A research showing the process of automating action detection of an assembly sequence of a hardware part in a real production line

RidgeRun ran a research on state-of-the-art algorithms in object detection and trained them for MMA fighters detection in video.

RidgeRun is creating a set of Python reference designs to be used as starting points for applications using deep learning in some form.

RidgeRun is thrilled to announce its new partnership with Coral from Google. Coral is a complete toolkit that allows you to build...

For better understanding of this latest blog from RidgeRun, please read the RidgeRun blog on Diving deep into NVIDIA Jetson TX2 - Video...