Daniela Kuruczova
PA196 - Course project proposal
• Topic
• Automatic weightlifting exercise mistake recognition
• Data from study by Velloso et al. [1]
• raw data - 152 features, 19622 entries
• 5 categories (1 correct, 4 common mistakes)
• lot of N/A values
• Question
• Can we automatically recognize correct movement based on
accelerometer data?
• Planned approach
• Data cleaning and feature selection
• Comparison of performance for selected algorithms
[1] Velloso, Eduardo, et al. "Qualitative activity recognition of weight lifting exercises." Proceedings of the 4th Augmented Human
International Conference. ACM, 2013.