Precision Data for
Sports AI & CV
Scale your Computer Vision models with expert-verified training data. We transform raw match footage into structured, high-fidelity datasets 10x faster.
- 99.8% Accuracy Guarantee for Object Tracking
- Custom Taxonomies for Football & Basketball
- Secure, NDA-Compliant Workflow
Sports We Cover
Domain-specific taxonomies for every major sport. We understand the rules, not just the pixels.
Football (Soccer)
22-point skeletal tracking & complex event recognition (passes, tackles, offside).
Basketball
Shot charts, pick-and-roll detection, and player spacing analytics.
Cricket
Ball tracking, pitch map analysis, and batsman stroke mechanics.
Ice Hockey
Player skeletal tracking, stick flex analysis, and high-speed puck trajectory.
Tennis
Ball trajectory prediction and stroke mechanics analysis.
Golf
Swing biomechanics and high-precision ball flight telemetry.
The Train Matricx Advantage
See how partnering with us accelerates your AI timeline compared to building in-house teams.
Train Matricx
Train Matricx
Data Pipeline Perfected
A seamless journey from raw match footage to structured training data. Scale your model's intelligence without the operational burden.
Raw Data Ingestion
Upload match footage from any source—stadium feeds, wearable sensors, or broadcast streams. Our platform handles all formats.
Expert Annotation
Domain experts frame tactical events, skeletal tracking, and ball mechanics with pixel-level precision.
Multi-Stage QA
Every frame passes through our 3-tier QA process to ensure 99.8% geometric and temporal accuracy.
Seamless Delivery
Receive your structured datasets in COCO, YOLO, or custom JSON. Integrated directly into your R&D pipeline.
Raw Data Ingestion
Upload match footage from any source—stadium feeds, wearable sensors, or broadcast streams. Our platform handles all formats.
Expert Annotation
Domain experts frame tactical events, skeletal tracking, and ball mechanics with pixel-level precision.
Multi-Stage QA
Every frame passes through our 3-tier QA process to ensure 99.8% geometric and temporal accuracy.
Seamless Delivery
Receive your structured datasets in COCO, YOLO, or custom JSON. Integrated directly into your R&D pipeline.
Technical Precision at Every Frame
We don't just label images. We build structured intelligence for the most demanding CV and Sports AI requirements.
Precision That Exceeds Benchmarks
Sports AI demands more than generic accuracy. Our multi-stage pipeline is engineered to catch the 0.2% of errors that break tracking models.
AI-Assisted Pre-Processing
Proprietary models generate initial tracks, identifying 80% of standard objects instantly.
Double-Pass Expert Review
Two independent domain experts verify and correct every frame, focusing on tactical nuances.
Senior Lead Audit
A final 10% random audit by senior analysts ensures zero drift in annotation quality.
Built for the Ecosystem
From silicon valley startups to top-tier European clubs, we provide the ground-truth data that powers the next generation of sports intelligence.
Sports Tech Companies
Accelerate your R&D for player tracking, ball telemetry, and 3D reconstruction models.
AI Research Labs
Access high-quality, ground-truth datasets for sports science and tactical research.
Professional Clubs
Transform raw footage into actionable tactical insights and performance metrics.
Broadcast & Media
Power live graphics and fan engagement stats with real-time event classification.
Why Train Matricx?
We bridge the gap between raw video and high-performance AI models by combining domain intelligence with technical precision.
Domain expertise
Our annotators are sports analysts who understand tactical intent, not just pixels.
Multi-sport coverage
Unified taxonomies across 6+ major sports with specialized rulesets.
Human-in-the-loop
AI-assisted efficiency combined with multi-stage human verification.
Flexible formats
Custom JSON, COCO, YOLO, or CSV outputs tailored to your ML pipeline.
Enterprise scale
Ability to process millions of frames per week with consistent quality.
Fast turnaround
Strict SLAs to ensure your R&D cycle never pauses for data.
Trusted by the Innovators
Hear from the teams building the future of sports technology with our high-precision data.
"Train Matricx has fundamentally changed how we approach skeletal tracking. Their precision is unmatched in the industry, allowing our models to achieve state-of-the-art performance in record time."
"The temporal consistency in their event logging is what sets them apart. We finally have datasets that capture the true rhythm of the game without jitter or drift."
"Scaling our annotation needs was a massive bottleneck until we partnered with Train Matricx. Their human-in-the-loop system is the gold standard for high-accuracy training data."
"The domain expertise of their annotators is evident. They understand tactical intent, which means we get insights that generic services simply can't provide."
"Working with Train Matricx is seamless. Their custom JSON exports integrated into our existing pipeline with zero friction. Truly developer-first data services."
"For high-stakes sports analytics, data integrity is everything. Train Matricx delivers 99.8% precision consistently, enabling us to trust our model's outputs implicitly."
Frequently Asked Questions
Everything you need to know about our data pipeline and precision standards.
Have a unique requirement?
Ready to fuel your Sports AI?
Unlock 99.8% precision datasets today. Whether you need a pilot sample or enterprise-scale data, our experts are ready to deliver.