STATSports Apex Moves Performance Data from Cloud to Vest
What happened
The Apex Series sensor sits in a lightweight vest and streams heart rate, acceleration, and GPS via Bluetooth to Nordic-powered edge processors. English Premier League clubs and other pro teams receive live load metrics without waiting for post-session uploads. Edge AI filters the raw data locally before any cloud sync.
Why it matters
Coaches obtain second-by-second exertion numbers instead of end-of-day summaries. Training loads can be adjusted mid-session rather than after fatigue has set in. Athletes reduce injury risk by staying inside individualized thresholds derived from on-device models.
Who's doing it
STATSports supplies Apex vests to multiple English Premier League clubs. The teams report measurable drops in soft-tissue injuries after substituting live edge analytics for traditional post-training review.
Try it
- Acquire a Nordic nRF52840-based wearable board from https://www.nordicsemi.com.
- Flash the board with the open-source Edge Impulse firmware and train a simple neural net on your own accelerometer samples.
- Mount the board in a vest, collect a short run or drill, and review the on-device classification report to decide whether intensity should increase or decrease.
Read the original at blog.nordicsemi.com
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The Anchor what could go wrong
THIS IS HOW IT STARTS: WEARABLE EDGE AI IS ALREADY INSIDE PRO LOCKER ROOMS... YOUR HEART RATE IS NEXT
The Boss hype translator
Edge AI on the Pitch: Why We Should Just Put a Neural Blockchain in Every Jersey
The Yinzer BS detector
Edge AI in a Vest: How STATSports Apex Turns Game Data Into Real-Time Calls
Karen what's the catch
I am NOT okay with Premier League teams stuffing Bluetooth sensors into players' vests to spy on every heartbeat