--- title: Frigate with Hailo for object detection on a Raspberry Pi description: A practical guide to setting up Frigate NVR with a Hailo AI coprocessor on a Raspberry Pi 5 for hardware-accelerated object detection. Covers the basic... canonical: https://daily.dev/posts/frigate-with-hailo-for-object-detection-on-a-raspberry-pi-9dnvfihpz twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Frigate with Hailo for object detection on a Raspberry Pi | daily.dev og:description: A practical guide to setting up Frigate NVR with a Hailo AI coprocessor on a Raspberry Pi 5 for hardware-accelerated object detection. Covers the basic... og:url: https://daily.dev/posts/frigate-with-hailo-for-object-detection-on-a-raspberry-pi-9dnvfihpz og:image: https://api.daily.dev/og/posts/9DNvfIhPz.png og:image:alt: Frigate with Hailo for object detection on a Raspberry Pi og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Frigate with Hailo for object detection on a Raspberry Pi **[Jeff Geerling](https://daily.dev/sources/jeffgeerling)** · 3 min read · 0 upvotes · 0 comments ## Summary A practical guide to setting up Frigate NVR with a Hailo AI coprocessor on a Raspberry Pi 5 for hardware-accelerated object detection. Covers the basic installation steps, a common CPU-fallback misconfiguration warning, and a specific PCIe `force_desc_page_size` fix needed to resolve a HailoRT runtime error. The Hailo-8L in the $70 AI HAT+ achieves ~12ms inference at low CPU usage and is noted as a cheaper alternative to the discontinued Google Coral TPU. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [I added an AI kit to my Raspberry Pi security camera, and it's better than any professional solution](https://daily.dev/posts/i-added-an-ai-kit-to-my-raspberry-pi-security-camera-and-it-s-better-than-any-professional-solution-pj7olx8kt) · XDA Developers · 0 upvotes · 0 comments - [Upgrading my Open Source Pi Surveillance Server with Frigate](https://daily.dev/posts/upgrading-my-open-source-pi-surveillance-server-with-frigate-2kym7qr18) · Jeff Geerling · 33 upvotes · 0 comments - [Intel's cheapest CPUs do what Google's discontinued Coral accelerators used to do, and they cost less](https://daily.dev/posts/intel-s-cheapest-cpus-do-what-google-s-discontinued-coral-accelerators-used-to-do-and-they-cost-les-xrc1swqbm) · XDA Developers · 5 upvotes · 0 comments --- Tags: [#local-ai](https://daily.dev/tags/local-ai), [#object-detection](https://daily.dev/tags/object-detection), [#raspberry-pi](https://daily.dev/tags/raspberry-pi) [View this post on daily.dev](https://daily.dev/posts/frigate-with-hailo-for-object-detection-on-a-raspberry-pi-9dnvfihpz) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Frigate with Hailo for object detection on a Raspberry Pi","url":"https://daily.dev/posts/frigate-with-hailo-for-object-detection-on-a-raspberry-pi-9dnvfihpz","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/frigate-with-hailo-for-object-detection-on-a-raspberry-pi-9dnvfihpz"},"datePublished":"2026-02-18T20:59:19.055Z","dateModified":"2026-10-14T02:30:29.354Z","description":"A practical guide to setting up Frigate NVR with a Hailo AI coprocessor on a Raspberry Pi 5 for hardware-accelerated object detection. 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