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Human Activity Recognition through Self-Supervised Learning

Researchers from the UK demonstrate the efficacy of self-supervised learning for human activity recognition using a vast wearable dataset. By addressing convergence issues and evaluating multi-task self-supervision, they showcase robust models with superior representation quality across diverse populations and activity types.
United Kingdom Noopur Jain Susha Cheriyedath Noopur Jainapr Digital Medicine Human Activity Recognition

Sensors | Free Full-Text | Quantization and Deployment of Deep Neural Networks on Microcontrollers

Embedding Artificial Intelligence onto low-power devices is a challenging task that has been partly overcome with recent advances in machine learning and hardware design. Presently, deep neural networks can be deployed on embedded targets to perform different tasks such as speech recognition, object detection or Human Activity Recognition. However, there is still room for optimization of deep neural networks onto embedded devices. These optimizations mainly address power consumption, memory and ...
Ambiq Apollo Quantization Of Deep Neural Networks Deployment Of Quantized Neural Network Neural Network Neural Networks Human Activity Recognition
Source: mdpi.com

A Multifaceted Enigma: Debaprasad Badajena

A Multifaceted Enigma: Debaprasad Badajena SHARE e quintessence of a campus personality. Holding myriads of responsibilities such as the Convenor of Innovision-2019, Secretary at DBA Hall of Residence and representing the institute at various competitions, his work ethics made him a rare gem and a perfect role model for all those who admire him. Debaprasad has interned at the prestigious  ISI Kolkata, American Express and finally, has bagged a coveted job at TATA Digital. Team MM met with ...
United States India General West Bengal Ayush Pradhan Paulo Coelho Debaprasad Badajena

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