Go Miles Beyond Basic Motion Tracking
SensiML activity recognition Knowledge Packs can deliver real-time form analytics and fully customized motion classification to your next wearable compute or peripheral device application. We have developed proven models for consumer sports/fitness devices, worker safety protective gear, and commercial wearables. Our customers have built devices for human users, animals, and even robot motion monitoring. Whether it’s detecting when a particular movement pattern occurs or comparing new motion data against reference patterns, SensiML has experience building embedded optimized recognition code that performs.
Proven Applications:
- Ergonomics and worker safety
- Fitness and sports performance
- Animal health and wellness
- Operations monitoring and analysis
Advanced Motion Analytics Knowledge Packs
SensiML has labeled motion analytics datasets available for license that can be used as provided or extended and modified to suit custom requirements.Examples of datasets available include:
- Running form assessment
- Human activities of daily living
- Ergonomics (box lifting)
- Tennis form
- Football tackling
- Dog activity recognition and more...
Smart Boxing Glove Demo
This demo shows how a SensiML Knowledge Pack can be created to classify a variety of boxing punches in real-time. Specifically, we show the output of a Knowledge Pack trained to recognize the following punch movements:
- Jab
- Cross
- Uppercut
- Hook
- Overhand
SensiML offers complete Knowledge Pack development services allowing you to focus on your application. Our team can devise a customized project plan using your activity-based training data to create a tailored recognition libraries ready to drop into your application.
For project teams with basic machine learning familiarity, desire to learn, or needing to undertake the tasks entirely in-house, SensiML offers its ML Analytics Toolkit suite. A true end-to-end workflow, SensiML Analytics Toolkit supports the complete process from data collection and labeling to Knowledge Pack generation and testing.
