<?xml version="1.0" encoding="UTF-8"?><oembed><type>video</type><version>1.0</version><html>&lt;iframe src=&quot;https://www.loom.com/embed/fd174cc6833e4e998231e3e2b94820ec&quot; frameborder=&quot;0&quot; width=&quot;1920&quot; height=&quot;1440&quot; webkitallowfullscreen mozallowfullscreen allowfullscreen&gt;&lt;/iframe&gt;</html><height>1440</height><width>1920</width><provider_name>Loom</provider_name><provider_url>https://www.loom.com</provider_url><thumbnail_height>1440</thumbnail_height><thumbnail_width>1920</thumbnail_width><thumbnail_url>https://cdn.loom.com/os/loom-media-content/loom/2567524e-6dd3-4904-b5f8-4bbd8d00a37e/24e9d8c9-cea6-4a0b-93bd-00a4ed728277/sessions-thumbnails-fd174cc6833e4e998231e3e2b94820ec-80dd99c02fb35604.gif/binary?authToken=eyJraWQiOiJtaWNyb3MtZ3JvdXAvdGRwLW9zLWFyY2hldHlwZS9xcGE2cG03NzRjbzIzZ2w1IiwiYWxnIjoiUlMyNTYifQ.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.h0Cx91BpealxpCmScMbXPJMSpjSAFQN-m8OlbJDk2xGgDxHCKEqnLDieNSsFyuOnzxtVzXMFF_jsv7c4VBPnsFR-o5cFLd5j-7WKRmmZfdxPlCc_aSC6-SGi4hTqQ_GXFBChoqIA_OjTdV18iyr_p4DpmI5nSS6DMC-wR9OoR9bWY1FV7F35Pk2qv59YyCUPnY6kzO_ucR6bGhNVaO6GJ6kyfYIJOwxAiJJwSgtUb45If0NseYiWfEBJ9g5WWBjx0M13u0zLM0QFaAM-9KU5mKgX88wMqEQWLOUCh02LZUtAbjxLWWCO6Vv_2TUVhEBNO4dDYiIeJjEkGILDV6tx-g&amp;Expires=1794256603&amp;Signature=PWhaqqA-jeN0v2fazh7XCbXHyO%7EofEUzohmCvxh2QeyivE2wVyKWRd8fxZi-s4Mphz7qnb37OoGxMOojAX%7E%7ENcsPvJBxlrHBzKE00WU1MeV47CRpp74wj5EDmrFdyw5yRWeCq6OKd0fMpjri2l2RhvzmgeOCnBFTB0xljRth-I-bwAT%7EdC04AZJwPuKl0mWd72Hs-K3NfKe2tXPDqp0L0GFRzr6jF9OG8W1ZalKcKtP6kDIBtjW3URu3yps9Dw9YCPz%7EybsOjkRnmaEAC4xPH0Boy-keEMtI5lctIYjMJPjxyN4z%7E1ZFT%7Ee-lrpXOhRUJ0uenodpUOfRcTpAqTzPYw__&amp;Key-Pair-Id=KQOSYIR44AIC0</thumbnail_url><duration>415.915</duration><title>CrowdGuard AI with Meta Models</title><description>This Loom introduces CrowdGuard AI, an AI powered crowd safety platform built for monitoring Durga Puja celebrations in Kolkata. It combines Meta products for video intelligence and speech to text to detect people entering and exiting multiple camera feeds and capture frames at about 10 second intervals, then stores aggregated counts like 20, 40, 145 people across three cameras. The system also provides an AI assistant for forecasting and querying metrics such as the total number of pandels, including voice input. Finally, it shows installing and running the app via CLI and a control room to view the status of services and get spoken predictions after a short delay.</description></oembed>