Wild-SHARD presents a novel Human Activity Recognition (HAR) dataset collected in an uncontrolled, real-world (wild) environment to address the limitations of existing datasets, which often need more non-simulated data. Our dataset comprises a time series of Activities of Daily Living (ADLs) captured using multiple smartphone models such as Samsung Galaxy F62, Samsung Galaxy A30s, Poco X2, One Plus 9 Pro and many more. These devices enhance data variability and robustness with their varied sensor manufacturers.
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[1] Nurul Amin Choudhury, Badal Soni,
"Wild-SHARD: Smartphone Sensor-based Human Activity Recognition Dataset in Wild",
IEEE Dataport,
2024. [Online]. Available: http://dx.doi.org/10.21227/dc2h-a428. Accessed: Dec. 06, 2024.
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doi = {10.21227/dc2h-a428},
url = {http://dx.doi.org/10.21227/dc2h-a428},
author = {Nurul Amin Choudhury; Badal Soni },
publisher = {IEEE Dataport},
title = {Wild-SHARD: Smartphone Sensor-based Human Activity Recognition Dataset in Wild},
year = {2024} }
doi = {10.21227/dc2h-a428},
url = {http://dx.doi.org/10.21227/dc2h-a428},
author = {Nurul Amin Choudhury; Badal Soni },
publisher = {IEEE Dataport},
title = {Wild-SHARD: Smartphone Sensor-based Human Activity Recognition Dataset in Wild},
year = {2024} }
TY - DATA
T1 - Wild-SHARD: Smartphone Sensor-based Human Activity Recognition Dataset in Wild
AU - Nurul Amin Choudhury; Badal Soni
PY - 2024
PB - IEEE Dataport
UR - 10.21227/dc2h-a428
ER -
T1 - Wild-SHARD: Smartphone Sensor-based Human Activity Recognition Dataset in Wild
AU - Nurul Amin Choudhury; Badal Soni
PY - 2024
PB - IEEE Dataport
UR - 10.21227/dc2h-a428
ER -
Nurul Amin Choudhury, Badal Soni.
(2024).
Wild-SHARD: Smartphone Sensor-based Human Activity Recognition Dataset in Wild.
IEEE Dataport.
http://dx.doi.org/10.21227/dc2h-a428
Nurul Amin Choudhury, Badal Soni,
2024.
Wild-SHARD: Smartphone Sensor-based Human Activity Recognition Dataset in Wild.
Available at:
http://dx.doi.org/10.21227/dc2h-a428.
Nurul Amin Choudhury, Badal Soni.
(2024).
"Wild-SHARD: Smartphone Sensor-based Human Activity Recognition Dataset in Wild."
Web.
1. Nurul Amin Choudhury, Badal Soni.
Wild-SHARD: Smartphone Sensor-based Human Activity Recognition Dataset in Wild [Internet].
IEEE Dataport; 2024.
Available from :
http://dx.doi.org/10.21227/dc2h-a428
Nurul Amin Choudhury, Badal Soni.
"Wild-SHARD: Smartphone Sensor-based Human Activity Recognition Dataset in Wild."
doi:
10.21227/dc2h-a428