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Resources and Industry Insights
This resource and insight hub provides education, breaking news, our research, and more to benefit developers, corporate leadership, academics, marketing and business development professionals, and even those who are new to the concept of AI.



Getting Started with the Raspberry Pi AI Camera - Sony IMX500
Learn how to set up and use the Raspberry Pi AI Camera with real-time object detection, step by step.
Daniela Brenes
Sep 174 min read
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How to Run a GStreamer Inference Pipeline on Axelera
Deploy a GStreamer inference pipeline on Axelera AI hardware using the Voyager SDK. Learn how to build, run, and extract AI results step-by-step.
Daniela Brenes
Sep 105 min read
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NVIDIA Jetson Thor FAQs Everyone Must Know
NVIDIA Jetson Thor redefines edge AI with up to 2070 FP4 TFLOPS from its Blackwell GPU, 7.5x the AI compute of Jetson Orin, and support for advanced LLM, VLM, and robotics workloads. From humanoid robots to surgical systems and autonomous vehicles, Thor delivers unprecedented performance, efficiency, and scalability for next-gen embedded AI applications.
Marco Madrigal
Aug 113 min read
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Hailo 8 Raspberry Pi Setup Guide for Real-Time AI Inference
Learn how to set up the Hailo-8 AI accelerator on a Raspberry Pi 5 and run real-time inference with minimal setup. This step-by-step guide covers hardware connection, software installation, and executing sample AI pipelines, perfect for anyone starting with edge AI.
Adrian Araya
Jul 295 min read
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Convert ONNX Models to Hailo8L: Step-by-Step Guide Using Hailo SDK
Want to deploy your ONNX model on the Hailo-8L AI accelerator? This step-by-step guide walks you through converting ONNX models to Hailo8L format using the Hailo SDK. Learn how to parse, calibrate, quantize, and compile your models into HEF files ready for real-time inference on edge devices like the Raspberry Pi. Perfect for developers working in embedded AI.
Adrian Araya
Jul 298 min read
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Introducing audio2blendshapes: Turn Voice into Motion
Meet audio2blendshapes, a deep learning model by RidgeRun.ai that converts raw audio into a sequence of blendshape values — the foundational data for facial animation.
Daniela Brenes
Jul 232 min read
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First Steps with Hailo-8 on x86
Learn how to set up the Hailo-8 AI accelerator on any x86 PC. From connector choices to running your first inference—step-by-step guide & tips.
Melissa Montero
Jul 176 min read
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Thinking of Buying the NVIDIA DGX Spark? These 13 Answers Cover Everything You Need
Learn everything you need to know about the NVIDIA DGX Spark—from cost and availability to Blackwell GPU specs, clustering, and GenAI readiness. This FAQ-driven guide answers 13 essential questions and shows how RidgeRun.ai helps unlock its full potential.
Marco Madrigal
Jul 163 min read
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How to Run the Axelera Metis M.2 on Raspberry Pi 5
Learn how to set up and run AI models using the Axelera Metis M.2 on Raspberry Pi 5.
Daniela Brenes
Jul 165 min read
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NVIDIA DGX Spark: AI Supercomputing Power on Your Desktop
Bring AI Supercomputing to Your Desk!
The NVIDIA DGX Spark delivers up to 1 PetaFLOP of AI power in a compact, desktop-ready form. With 128 GB of unified memory and Grace-Blackwell architecture, it enables local development of massive models without cloud dependency. Explore how RidgeRun.ai can help you accelerate your AI projects with DGX Spark.
Marco Madrigal
Jul 149 min read
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