--- title: GitHub - ruvnet/RuView: π RuView: WiFi DensePose turns... description: RuView is an open-source system that uses WiFi Channel State Information (CSI) to perform real-time human pose estimation, vital sign monitoring (breathing... canonical: https://daily.dev/posts/wxjxzwqno twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: GitHub - ruvnet/RuView: π RuView: WiFi DensePose turns commodity WiFi signals into real-time human pose estimation, vital sign monitoring, and presence detection — all without a single pixel of video. | daily.dev og:description: RuView is an open-source system that uses WiFi Channel State Information (CSI) to perform real-time human pose estimation, vital sign monitoring (breathing... og:url: https://daily.dev/posts/wxjxzwqno og:image: https://api.daily.dev/og/posts/wxJxzwQNO.png og:image:alt: Post cover image 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. # GitHub - ruvnet/RuView: π RuView: WiFi DensePose turns commodity WiFi signals into real-time human pose estimation, vital sign monitoring, and presence detection — all without a single pixel of video. **[Daily Open Source Tools](https://daily.dev/sources/dailyopensourcetools)** · [@serdarbuyukdereli](https://daily.dev/serdarbuyukdereli) · 2 upvotes · 0 comments ## Summary RuView is an open-source system that uses WiFi Channel State Information (CSI) to perform real-time human pose estimation, vital sign monitoring (breathing 6-30 BPM, heart rate 40-120 BPM), and presence detection — all without cameras. Built primarily in Rust (54,000 frames/sec), it runs on commodity ESP32-S3 hardware (~$8) or research NICs. The system uses physics-based signal processing (SpotFi, Hampel, Fresnel zone modeling) combined with graph transformer neural networks to reconstruct 17-keypoint body poses from WiFi scattering patterns. It supports self-supervised learning with no labeled data, cross-environment generalization, and 65 edge WASM modules deployable on-device. Use cases span healthcare monitoring, retail analytics, disaster search-and-rescue, industrial safety, and robotics. Deployable via Docker in 30 seconds, with 15 published Rust crates on crates.io. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Scanning For Lifesigns With ESP32 And Raspberry Pi](https://daily.dev/posts/scanning-for-lifesigns-with-esp32-and-raspberry-pi-nfkwqkwyv) · Hackaday · 0 upvotes · 0 comments - [Motion detection system based on Wi-Fi spectre analysis \(CSI\), with Home Assistant integration.](https://daily.dev/posts/motion-detection-system-based-on-wi-fi-spectre-analysis-csi-with-home-assistant-integration--qo37bhgwk) · Hacker News · 2 upvotes · 0 comments - [QuadRF can spot drones and see WiFi through my wall](https://daily.dev/posts/quadrf-can-spot-drones-and-see-wifi-through-my-wall-mndsr4njk) · Jeff Geerling · 0 upvotes · 0 comments - [This amazing Raspberry Pi 5-powered device can visualise wireless signals around you](https://daily.dev/posts/this-amazing-raspberry-pi-5-powered-device-can-visualise-wireless-signals-around-you-1asixafbj) · XDA Developers · 10 upvotes · 3 comments --- Tags: [#rust](https://daily.dev/tags/rust), [#iot](https://daily.dev/tags/iot), [#firmware](https://daily.dev/tags/firmware), [#agentic-ai](https://daily.dev/tags/agentic-ai) [View this post on daily.dev](https://daily.dev/posts/wxjxzwqno) ```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":"DiscussionForumPosting","mainEntityOfPage":"https://daily.dev/posts/wxjxzwqno","headline":"GitHub - ruvnet/RuView: π RuView: WiFi DensePose turns commodity WiFi signals into real-time human pose estimation, vital sign monitoring, and presence detection — all without a single pixel of video.","text":"Shared: GitHub - ruvnet/RuView: π RuView: WiFi DensePose turns commodity WiFi signals into real-time human pose estimation, vital sign monitoring, and presence detection — all without a single pixel of video.","url":"https://daily.dev/posts/wxjxzwqno","datePublished":"2026-03-05T00:39:02.647Z","dateModified":"2026-03-05T00:39:42.675Z","author":{"@type":"Person","name":"Serdarcan Buyukdereli","url":"https://daily.dev/serdarbuyukdereli","image":"https://media.daily.dev/image/upload/s--tTV8hAPq--/f_auto/v1778701721/avatars/avatar_Su5HqluAE4wLRb1naHjtv?_a=BAMAMiWQ0","description":"Senior Devops and Cloud Engineer\n","interactionStatistic":{"@type":"InteractionCounter","interactionType":{"@type":"EndorseAction"},"userInteractionCount":21430}},"image":"https://media.daily.dev/image/upload/s--HRgLpUt6--/f_auto/v1722860399/public/Placeholder%2003","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":2},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"sharedContent":{"@type":"WebPage","url":"https://api.daily.dev/r/QjwY3Yrl6"},"isPartOf":{"@type":"WebPage","url":"https://daily.dev/squads/dailyopensourcetools","name":"Daily Open Source Tools"}} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Daily Open Source Tools","item":"https://daily.dev/squads/dailyopensourcetools"},{"@type":"ListItem","position":3,"name":"GitHub - ruvnet/RuView: π RuView: WiFi DensePose turns commodity WiFi signals into real-time human pose estimation, vital sign monitoring, and presence detection — all without a single pixel of video."}]} ```