{"id":305,"date":"2025-05-14T03:38:00","date_gmt":"2025-05-14T03:38:00","guid":{"rendered":"https:\/\/freeflowtoll.com\/vision-par-ordinateur-et-ia-les-douze-mois-qui-vont-transformer-la-gestion-du-stationnement\/"},"modified":"2025-05-16T14:05:53","modified_gmt":"2025-05-16T14:05:53","slug":"vision-par-ordinateur-et-ia-les-douze-mois-qui-vont-transformer-la-gestion-du-stationnement","status":"publish","type":"post","link":"https:\/\/freeflowtoll.com\/en\/vision-par-ordinateur-et-ia-les-douze-mois-qui-vont-transformer-la-gestion-du-stationnement\/","title":{"rendered":"Computer Vision and AI: The Twelve Months That Will Transform Parking Management"},"content":{"rendered":"

The year 2025 marks the arrival of optical sensors dedicated to mobility directly integrating a Tensor Processing Unit<\/em>Result: Violation detection or vehicle classification is done at the edge of the network, reducing bandwidth by 70 %.<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n
Use cases<\/h5>\n\n\n\n
    \n
  • Automatic free space detection<\/strong> thanks to an 8K fisheye camera: guiding time is halved.<\/li>\n\n\n\n
  • Fare category recognition<\/strong> (SUV, micro-car) associated with the plate for a differentiated price.<\/li>\n\n\n\n
  • Prepayment by viewing<\/strong>\u00a0: driver recognition by gesture (raising hand) to validate a session without a smartphone.<\/li>\n<\/ul>\n\n\n\n
    Generative AI for Customer Service<\/h5>\n\n\n\n

    The language models embedded in the toll chatbot<\/em> respond in 27 languages and reduce phone calls by 40 %.<\/p>\n\n\n\n

    Risks and limits<\/h5>\n\n\n\n

    Algorithmic bias in Arabic plate classification persists (accuracy 93 % vs. 98 % in Europe). Vendors are working on more diverse training corpora.<\/p>\n\n\n\n

    The next frontier: energy self-regulation: solar-powered cameras capable of self-deactivation when the grid is saturated.<\/strong><\/p>","protected":false},"excerpt":{"rendered":"

    An overview of hardware and software innovations to watch in 2025.<\/p>","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[26,7],"tags":[67,66,27],"class_list":["post-305","post","type-post","status-publish","format-standard","hentry","category-mobilite-intelligente","category-category-3","tag-free-flow","tag-ia","tag-peage"],"aioseo_notices":[],"aioseo_head":"\n\t\t\n\t\n\t\n\t\n\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t