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Multimodal IMU Data for Real-Time Cooking Activity Recognition
📅 May 2025 – July 2025
👤 Dr. Suchetana Chakraborty
🏛️ IIT Jodhpur
Research Internship
HAR
IMU Sensing
Overview
Collected and analyzed multimodal IMU data for real-time cooking activity recognition. Explored public
datasets and developed ML and ConvLSTM models for time-series based Human Activity Recognition. Conducted
a user study with 40 real-world recordings and applied preprocessing, EDA, and modeling to interpret IMU
signal patterns.
Key Highlights
- Collected and analyzed multimodal IMU data for real-time cooking activity recognition
- Explored public datasets and developed ML and ConvLSTM models for time-series based Human
Activity Recognition
- Conducted a user study with 40 real-world recordings and applied preprocessing, EDA, and
modeling to interpret IMU signal patterns