Find product setup guidance, practical answers and examples from our published work. Package selection starts with a compatibility review.
Published 7 October 2026
peoly develops and adapts computer-vision models for selected Ambarella processors, including CV25 and CV75. Our MobileViCLIP implementation on CV75 turns short video sequences into semantic embeddings, opening possibilities for video search and activity analytics. Explore a pilot for your device and use case.
Explore Ambarella development ↗Each product page explains compatibility, setup and common questions. We can help you choose the package for your camera and firmware.
Share your Axis model, firmware and PPE requirements. We will confirm the suitable version and evaluation options. Automatic trial licences are not available yet.
Setup, compatibility & FAQWe will check your Axis camera, the suitable application version and sample labels. Automatic trial licences are not available yet.
Setup, compatibility & FAQWe will check your Hanwha camera, firmware and licensing before supplying the application. Automatic trial licences are not available yet.
Setup, compatibility & FAQAvailable for an evaluation with an agreed scope. Code Vision is not yet offered as a download approved for production use or as an automatic trial.
Setup, compatibility & FAQWe check the camera view, cart types and integration before supplying the application package.
Setup, compatibility & FAQWe confirm the processor, zone behavior and required outputs for your site.
Setup, compatibility & FAQAvailable after we assess the camera, scene and integration requirements.
Setup, compatibility & FAQWe assess the scene and agree measurable acceptance criteria before operational use.
Setup, compatibility & FAQWe match the sport preset, camera and production system before supplying a package.
Setup, compatibility & FAQDelivered as a designed and commissioned project, with camera coverage and response procedures agreed for your site.
Setup, compatibility & FAQTalk to us about an audio diagnostic use case, data and a suitable pilot.
Setup, compatibility & FAQExplore our published client references and hear about their experience of working with peoly.
View all references ↗
Explore how peoly connects AI, devices and software in real projects.
How Sound Analyzer brings recorded vehicle sounds into a technician’s diagnostic workflow.
Explore the projectCustom illumination, camera modules and a trained visual model for inspecting automotive paint coatings.
Explore the projectDetection, classification and tracking adapted to unusual objects and the devices observing them.
Explore the projectA visual-search service that helps visitors find similar furniture from a photograph.
Explore the projectContent classification turns an unlabelled collection into documents organised by their purpose.
Explore the projectA managed development team for third-party APIs and the platform that connects them.
Explore the projectPublished announcements, preserved with their dates and original context.
A 2024 milestone in extending professional cameras with custom video and audio analytics.
Read announcementA strategic merger brought applied AI expertise and software delivery together.
Read announcementA 2022 announcement connecting manufacturing vision work with the NVIDIA Metropolis ecosystem.
Read announcement