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Sensors Team
Team delivers the methods of
Signal Processing
BUSINESS CASES
Wearable device data processing and IoT
Robotics and appliances signals processing
Vibration diagnostics and predictive analytics
TASKS CLASSES
Signal processing methods for IMU, PPG, etc: Segmentation, Classification, Regression, Clustering, Encoding & Decoding and Embedding building
Physical & technical models for AI methods accuracy improvement and model size decrease
HAR (human activity recognition), gestures recognition, PDR in navigation and SLAM for position tracking
Predictive maintenance and anomalies detection
CURRENT CHALLENGES
Unification of sensors processing methods for a wide range of business applications and signal restrictions
Finding the applications of our models in real world for improving the business metrics
ACHIEVEMENTS
High-quality PDR model for trajectory prediction based on IMU mobile sensors without GPS usage
Clients Cases
MIL Team Research - Sensors Team
ML-based signal synchronisation automation: video-flow and several wearables signals with high
Clients Cases
MIL Team Research - Sensors Team
Proof-of-the-Concept for Food amount estimation functions on smart watch signal processing
Clients Cases
MIL Team Research - Sensors Team
High-quality human pulse detection model for software chip transfer
Clients Cases
MIL Team Research - Sensors Team
Joint Huawei & MIL Team patent on trajectory estimation and Scientific papers for HAR and PDR task
Clients Cases
MIL Team Research - Sensors Team
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