BFRB Sensor Intelligence & Helios Multi-Modal Wearable Lab

HELIOS TELEMETRY: READY

🎙️ OVERVIEW AUDIO GUIDE 1. Multi-Modal Biosensing

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SOURCE INGESTION ENGINE Real Telemetry

Ingesting processed/first_sequence_sample.csv0 rows

RECORDED TRIAL SEQUENCE Frame 0 / 0

PREDICTED / TRUE GESTURE

Hair Manipulation (C2)

CONFIDENCE SCORE

88.4%

MIN ToF DISTANCE

42.5 mm

PEAK THM RADIANCE

34.1 °C

SANDBOX TARGET POSE Scalp / Hair (C2)

HAND-TO-HEAD PROXIMITY ($d$) 45 mm

REPETITIVE TREMOR FREQUENCY ($f$) 4.2 Hz

Benchmark Model Architecture & F1 Scores

Binary F1 (Full Multimodal): 0.9200
Gesture F1 (Full Multimodal): 0.5400
Overall Score (Full Multimodal): 0.7300
IMU-Only Gesture (Without ToF/THM): 0.3700

CONFUSION MATRIX VIEW

Real Feature Distribution Inspector

FILTER BY MODALITY

SELECT FEATURE METRIC

Boxplot (Classes 2, 3, 6, 7)

Histogram Density Profile

Dataset Health & Cohort Telemetry

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