The fastest cloud is the one you don't need.
On-device AI is faster, cheaper to run and more private than any cloud solution, when it is built right. We transfer what we have proven in our own products in everyday use to your devices and use cases: object detection, segmentation, pose, audio and motion detection.
06.1 — For partners
In Pevu, video and sound never leave your own WiFi. Noise and motion detection run on the baby unit, encrypted with DTLS and SRTP, without servers and without accounts. We build the same principle into client products where privacy is a prerequisite.
Computing on the device means no latency to a data centre, no cost per request and no outage when reception is poor. DeepSwing measures shots at 240 frames per second, on the range as well as in the basement.
We don't just deliver models but finished products: apps for iOS, Android and watchOS that pass App Store and Google Play review, with tests, telemetry without tracking and a release process.
06.2 — Capabilities
In use in our products, every day, on real devices.
Find small, fast objects in real time, like the ball and the club head.
Classify surfaces pixel by pixel, like fairways and greens in aerial images.
Joints, angles and motion phases of people.
Noise and motion detection on the device, as in the Pevu baby monitor.
Core ML and the Neural Engine, LiteRT and the NPU, down to the wrist.
Works without a network, in the basement and on the golf course.
Images and sound don't have to leave the device for the core function.
Finished apps with tests, releases and store review.
06.3 — How it works
Goal, accuracy, data situation, open sources.
Detection, segmentation, pose or signal.
Core ML, LiteRT, quantisation, Neural Engine.
Integration, measurement against a reference, release.
06.4 — Used in
iPhone, iPad & Watch · Android coming soon · No cloud
Two phones become a baby monitor. Video and sound stay on your own WiFi, noise and motion detection run on the device. No cloud, no account.
The baby monitor without a cloudiOS & Android · AI coach · Launch monitor · GPS
AI swing analysis with 30 checks, a launch monitor on your phone and golf course GPS with green heatmaps. 12,000+ courses, for iPhone, iPad, Mac, Apple Watch and Android.
Coach, launch monitor and GPS in one app06.5 — FAQ
Sports and fitness, health and movement, industrial inspection, agriculture and geodata, and smart home and IoT. Anywhere cameras or sensors need to recognise something in real time.
Yes. We use existing datasets, open sources as teachers as with the course AI, and capture missing data ourselves where needed.
On iPhone and iPad via Core ML and the Neural Engine, on Android via LiteRT and the NPU, on Apple Watch, and on edge boards with their own acceleration.
More technology
Our own detection model for the golf club: finds the club head frame by frame, draws the swing path and measures speed before impact. Right on the phone.
Finds the ball on the mat, detects launch within a few frames and reconstructs speed, launch angle and direction. The foundation of our launch monitor on a phone.
Club head and ball detection, ball flight physics and 3D rendering in one app: carry, total distance, ball speed, launch angle and direction. On iPhone, iPad, Mac and projector.
Contact
Object detection, body tracking, segmentation or cartography, on your device, in real time. Let's talk about it.