--- title: Working with Computer Vision: Monitoring Traffic in Norway description: This post explores the use of computer vision in monitoring traffic levels in Norway. By fine-tuning pre-trained CNN and ViT models on public traffic cameras,... canonical: https://daily.dev/posts/working-with-computer-vision-monitoring-traffic-in-norway-4fub36bmj twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Working with Computer Vision: Monitoring Traffic in Norway | daily.dev og:description: This post explores the use of computer vision in monitoring traffic levels in Norway. By fine-tuning pre-trained CNN and ViT models on public traffic cameras,... og:url: https://daily.dev/posts/working-with-computer-vision-monitoring-traffic-in-norway-4fub36bmj og:image: https://api.daily.dev/og/posts/4fub36bmj.png og:image:alt: Working with Computer Vision: Monitoring Traffic in Norway 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. # Working with Computer Vision: Monitoring Traffic in Norway **[Medium](https://daily.dev/sources/medium_js)** · 16 min read · 1 upvotes · 0 comments ## Summary This post explores the use of computer vision in monitoring traffic levels in Norway. By fine-tuning pre-trained CNN and ViT models on public traffic cameras, the author aims to automate the process of estimating traffic levels well before the API updates. The ViT model performs better compared to other models, and a dataset of traffic camera images is used for training. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#computer-vision](https://daily.dev/tags/computer-vision) [View this post on daily.dev](https://daily.dev/posts/working-with-computer-vision-monitoring-traffic-in-norway-4fub36bmj) ```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":"Working with Computer Vision: Monitoring Traffic in Norway","url":"https://daily.dev/posts/working-with-computer-vision-monitoring-traffic-in-norway-4fub36bmj","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/working-with-computer-vision-monitoring-traffic-in-norway-4fub36bmj"},"datePublished":"2024-05-14T17:04:27.882Z","dateModified":"2024-05-14T17:04:27.308Z","description":"This post explores the use of computer vision in monitoring traffic levels in Norway. By fine-tuning pre-trained CNN and ViT models on public traffic cameras,...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/ddf3e09425c0dbad08a50f9e6f124ffe?_a=AQAEuiZ","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/ddf3e09425c0dbad08a50f9e6f124ffe?_a=AQAEuiZ","isAccessibleForFree":true,"articleSection":"Medium","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"Medium","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/medium","url":"https://daily.dev/sources/medium_js"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/working-with-computer-vision-monitoring-traffic-in-norway-4fub36bmj","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":1},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"computer-vision","timeRequired":"PT16M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Medium","item":"https://daily.dev/sources/medium_js"},{"@type":"ListItem","position":3,"name":"Working with Computer Vision: Monitoring Traffic in Norway"}]} ```