Hardware
Swimmer Tag
An ultra-precise wearable that captures every micro-movement
in the water using sensor fusion across a 9-axis IMU, high-resolution depth sensing, and
real-time on-device machine learning. Designed for near-zero drag and built to withstand
elite training volume.
- 9-axis IMU fusion (accelerometer, gyroscope, magnetometer)
- High-precision depth sensing (MS5837 or equivalent)
- Real-time edge ML classifying strokes, turns, and underwater phases
- Sub-millisecond sampling for elite timing accuracy
- Ultra-low drag hydrodynamic shell, optimized for waist mounting
- 8–10 hour battery life with fast magnetic charging
Hardware
Smart Lane Discs
Inline optical and inertial sensing modules mounted directly
on the lane rope. Each disc continuously tracks swimmer motion through water displacement
signatures, optical break detection, and IMU-based vibration analysis - providing
calibration-free, lane-level telemetry with millisecond precision.
- Dual optical break-beam arrays for precise timing of wall touches
- 6-axis micro-IMU for capturing rope vibrations and swimmer pass-by signatures
- Multi-swimmer discrimination using signal clustering and motion patterns
- Fully passive design: zero maintenance, no calibration required
- Sub-centimeter positional consistency across the entire lane rope
Hardware
Poolside Hub
The command center of the HydroVision ecosystem. The Hub
aggregates data from every lane disc and swimmer tag using a low-latency LoRa-based mesh,
performs on-device preprocessing, and streams synchronized telemetry to the cloud and deck
devices in real time.
- Supports 50+ swimmers across multiple lanes with dynamic mesh routing
- Dual-band LoRa + BLE gateway for high-reliability sensor aggregation
- Edge processing pipeline for filtering noise and aligning multi-sensor data
- Cloud sync with offline buffering up to 4 hours of telemetry
- Automatic firmware updates for all connected sensors (OTA)
- Ruggedized IP67 enclosure designed for humid, chlorinated environments
Software
Live Metrics App
Your real-time command center. The Live Metrics App displays
stroke rate, velocity, turn speed, lap times, depth curves, and predictive insights as they
happen. Built for tablets, laptops, and phones with a low-latency data pipeline optimized
for busy pool decks.
- Multi-swimmer dashboard with automatic lane assignment
- Real-time charts for stroke rate, velocity curves, and turn telemetry
- Coach annotation tools with saved training sessions
- Synchronized video overlay for technique breakdown
- Cloud history allowing comparison across days, weeks, and seasons
- Exportable reports for recruiting, benchmarking, and training logs
Intelligence
AI Performance Engine
The AI Performance Engine fuses data from the swimmer tag,
lane discs, and poolside hub to model biomechanics, pacing strategy, and stroke efficiency
in real time. It identifies patterns that coaches cannot see, detects micro-changes in form,
and predicts performance outcomes before they happen.
- Early fatigue detection using multi-sensor time-series models
- Stroke efficiency scoring based on turn speed, DPS, stroke rate, and velocity curves
- Predictive pacing engine that forecasts the next 50/100/200m split
- Real-time anomaly detection for technique drift and stroke imbalance
- Injury-risk prediction from asymmetry patterns, depth deviations, and force signatures
- Adaptive models that retrain automatically as each swimmer improves
Software
Post-Workout Insights
After every practice, athletes receive a full breakdown of
pacing, efficiency, stroke mechanics, and physiological load. Insights highlight strengths,
pinpoint weaknesses, and generate personalized recommendations that evolve with each
session.
- Automatic session summaries with stroke-by-stroke efficiency scoring
- Week-over-week progression models that highlight emerging patterns
- Personalized drills generated from AI-detected technique weaknesses
- Load & fatigue tracking using multi-session trend modeling
- Optimal pacing recommendations based on historical turn/velocity curves
- Export-ready reports for coaches, parents, and college recruiters