Datasets
Standard Dataset
Activities of Daily Living
- Citation Author(s):
- Walid Gomaa, Reda Elbasiony
- Submitted by:
- Walid Gomaa
- Last updated:
- Tue, 05/17/2022 - 22:17
- DOI:
- 10.21227/H2PS74
- Data Format:
- Research Article Link:
- License:
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Abstract
Recognition of human activities is one of the most promising research areas in artificial intelligence. This has come along with the technological advancement in sensing technologies as well as the high demand for applications that are mobile, context-aware, and real-time. We have used a smart watch (Apple iWatch) to collect sensory data for 14 ADL activities (Activities of Daily Living).
Dataset Files
- Data description Data Description.txt (3.42 kB)
- Volunteers codes Volunteers_codes.txt (56 bytes)
- IMU data for the activity: Climb the stairs Climb_the_stairs.zip (1.15 MB)
- IMU data for the activity: Descend the stairs Descend_the_stairs.zip (1.09 MB)
- IMU data for the activity: Eat with Fork and Knife Eat_with_fork_and_knife.zip (2.90 MB)
- IMU data for the activity: Drink from a glass Drink_from_a_glass.zip (1.57 MB)
- IMU data for the activity: Eat with spoon Eeat_with_spoon.zip (3.81 MB)
- IMU data for the activity: Getup from bed Get_up_from_the_bed.zip (629.61 kB)
- IMU data for the activity: Comb hair Hair_Comb.zip (3.56 MB)
- IMU data for the activity: Lie down on bed Lie_down_on_the_bed.zip (428.82 kB)
- IMU data for the activity: Pour water into glass Pour_water_into_a_glass.zip (2.33 MB)
- IMU data for the activity: Sit down on chair Sit_Down_on_a_Chair.zip (1.05 MB)
- IMU data for the activity: Stand up from chair Stand_up_from_a_Chair.zip (1.05 MB)
- IMU data for the activity: Brush teeth Teeth_Brush.zip (4.25 MB)
- IMU data for the activity: Use telephone Use_the_telephone.zip (5.10 MB)
- IMU data for the activity: Walk Walk.zip (3.48 MB)
- Mathlab m files for quick inspection and visualization of the data Matlab_files.zip (4.31 kB)
- Project in R language to classify the activities based on the autocorrelation function of the given IMO signals Classification_based_on_autocorrelation_function.zip (5.88 MB)
Comments
Hello,
I'm working on my senior project and I would really appreciate it if i had access to these datasets. thank you.
I am a master's degree student, and I would like to have access to the dataset for my research. thank you.
I am a master's degree student, and I would like to have access to the dataset for my project. Thankyou.