cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.14368478
title: HPDmobile H1 Image Data - hub RS2

description: Images from hub RS2 in one home, collected over 30 days. Images are grayscale, 32-by-32 pixels, and were taken every second.
DOI: 10.6084/m9.figshare.14368475
title: HPDmobile H1 Image Data - hub RS3

description: Images from hub RS3 in one home, collected over 30 days. Images are grayscale, 32-by-32 pixels, and were taken every second.
DOI: 10.6084/m9.figshare.14368460.v1
title: HPDmobile H1 Ground Truth Data

description: Ground truth whole-house occupancy information from the home, collected over 30 days. Contains one csv file for each day. "occupied" gives the binary status of the home (0=vacant, 1=occupied), and "number" gives the estimated number of occupants at the time.
DOI: 10.6084/m9.figshare.14368481
title: HPDmobile H1 Image Data - hub RS1

description: Images from hub RS1 in one home, collected over 30 days. Images are grayscale, 32-by-32 pixels, and were taken every second.
DOI: 10.6084/m9.figshare.14368466.v1
title: HPDmobile H1 Image Data - hub RS4

description: Images from hub RS4 in one home, collected over 30 days. Images are grayscale, 32-by-32 pixels, and were taken every second.
DOI: 10.6084/m9.figshare.14368484
title: HPDmobile H1 Dark Image Lists

description: This zip contains lists of images that were captured, but not included in the data set, because they were very dark (defined as having an average pixel value of less than 10). Lists are separated by hub and by day and stored in csv format.
DOI: 10.6084/m9.figshare.14368472.v1
title: HPDmobile H1 Audio Data

description: Processed audio data, collected over 30 days, from 5 locations inside the home. Each ten second audio file was mean shifted, full wave rectified, and down-sampled, to remove identifying speech. The results are stored as csv files, by hub and by day.
DOI: 10.6084/m9.figshare.14368475.v1
title: HPDmobile H1 Image Data - hub RS3

description: Images from hub RS3 in one home, collected over 30 days. Images are grayscale, 32-by-32 pixels, and were taken every second.
DOI: 10.6084/m9.figshare.14368478.v1
title: HPDmobile H1 Image Data - hub RS2

description: Images from hub RS2 in one home, collected over 30 days. Images are grayscale, 32-by-32 pixels, and were taken every second.
DOI: 10.6084/m9.figshare.14368481.v1
title: HPDmobile H1 Image Data - hub RS1

description: Images from hub RS1 in one home, collected over 30 days. Images are grayscale, 32-by-32 pixels, and were taken every second.
DOI: 10.6084/m9.figshare.14368484.v1
title: HPDmobile H1 Dark Image Lists

description: This zip contains lists of images that were captured, but not included in the data set, because they were very dark (defined as having an average pixel value of less than 10). Lists are separated by hub and by day and stored in csv format.
DOI: 10.6084/m9.figshare.14368529
title: HPDmobile H2 Audio Data

description: Processed audio data, collected over 17 days, from 4 locations inside the home. Each ten second audio file was mean shifted, full wave rectified, and down-sampled, to remove identifying speech. The results are stored as csv files, by hub and by day.
DOI: 10.6084/m9.figshare.14368532
title: HPDmobile H2 Image Data - hub RS5

description: Images from hub RS5 in one home, collected over 17 days. Images are grayscale, 32-by-32 pixels, and were taken every second.
DOI: 10.6084/m9.figshare.14368535
title: HPDmobile H2 Image Data - hub RS4

description: Images from hub RS4 in one home, collected over 17 days. Images are grayscale, 32-by-32 pixels, and were taken every second.
DOI: 10.6084/m9.figshare.14368526
title: HPDmobile H2 Image Zone Labels

description: Contains files for each hub and day with binary zone based occupancy, indicating if a human is present in the image (1) or not (0). These were automatically generated with the yoloV5 object detection algorithm (https://github.com/ultralytics/yolov5), and a subset was manually verified by a human. Overall for the home, the probability of an image labeled as occupied actually containing a human is 100% (based on the sample), and the probability of an image labeled as vacant not containing a person is 97%. Individual probabilities by hub vary from the whole house level, and can be found in the meta data file.
DOI: 10.6084/m9.figshare.14368538
title: HPDmobile H2 Environmental Data

description: Environmental data readings: temperature (degree C), relative humidity (rH%), indoor CO2 equivalent (ppm), total volatile organic compounds (ppb), illuminance (lux). Readings were collected every ten seconds from four different common areas inside the single family residence, for a period of 17 days. This zip folder contains csv files for each of the five hubs, for every day.
DOI: 10.6084/m9.figshare.14368541
title: HPDmobile H2 Ground Truth Data

description: Ground truth whole-house occupancy information from the home, collected over 17 days. Contains one csv file for each day. "nccupied" gives the binary status of the home (0=vacant, 1=occupied), and "number" gives the estimated number of occupants at the time.
DOI: 10.6084/m9.figshare.14368526.v1
title: HPDmobile H2 Image Zone Labels

description: Contains files for each hub and day with binary zone based occupancy, indicating if a human is present in the image (1) or not (0). These were automatically generated with the yoloV5 object detection algorithm (https://github.com/ultralytics/yolov5), and a subset was manually verified by a human. Overall for the home, the probability of an image labeled as occupied actually containing a human is 100% (based on the sample), and the probability of an image labeled as vacant not containing a person is 97%. Individual probabilities by hub vary from the whole house level, and can be found in the meta data file.
DOI: 10.6084/m9.figshare.14368529.v1
title: HPDmobile H2 Audio Data

description: Processed audio data, collected over 17 days, from 4 locations inside the home. Each ten second audio file was mean shifted, full wave rectified, and down-sampled, to remove identifying speech. The results are stored as csv files, by hub and by day.
DOI: 10.6084/m9.figshare.14368544
title: HPDmobile H2 Image Data - hub RS2

description: Images from hub RS2 in one home, collected over 17 days. Images are grayscale, 32-by-32 pixels, and were taken every second.
DOI: 10.6084/m9.figshare.14368535.v1
title: HPDmobile H2 Image Data - hub RS4

description: Images from hub RS4 in one home, collected over 17 days. Images are grayscale, 32-by-32 pixels, and were taken every second.
DOI: 10.6084/m9.figshare.14368532.v1
title: HPDmobile H2 Image Data - hub RS5

description: Images from hub RS5 in one home, collected over 17 days. Images are grayscale, 32-by-32 pixels, and were taken every second.
DOI: 10.6084/m9.figshare.14368538.v1
title: HPDmobile H2 Environmental Data

description: Environmental data readings: temperature (degree C), relative humidity (rH%), indoor CO2 equivalent (ppm), total volatile organic compounds (ppb), illuminance (lux). Readings were collected every ten seconds from four different common areas inside the single family residence, for a period of 17 days. This zip folder contains csv files for each of the five hubs, for every day.
DOI: 10.6084/m9.figshare.14368565
title: HPDmobile H3 Audio Data

description: Processed audio data, collected over 35 days, from five locations inside the home. Each ten second audio file was mean shifted, full wave rectified, and down-sampled, to remove identifying speech. The results are stored as csv files, by hub and by day.
DOI: 10.6084/m9.figshare.14368568
title: HPDmobile H3 Image Data - hub RS4

description: Images from hub RS4 in one home, collected over 35 days. Images are grayscale, 32-by-32 pixels, and were taken every second.
DOI: 10.6084/m9.figshare.14368541.v1
title: HPDmobile H2 Ground Truth Data

description: Ground truth whole-house occupancy information from the home, collected over 17 days. Contains one csv file for each day. "nccupied" gives the binary status of the home (0=vacant, 1=occupied), and "number" gives the estimated number of occupants at the time.
DOI: 10.6084/m9.figshare.14368571
title: HPDmobile H3 Image Zone Labels

description: Contains files for each hub and day with binary zone based occupancy, indicating if a human is present in the image (1) or not (0). These were automatically generated with the yoloV5 object detection algorithm (https://github.com/ultralytics/yolov5), and a subset was manually verified by a human. Overall for the home, the probability of an image labeled as occupied actually containing a human is 86%, and the probability of an image labeled as vacant not containing a person is 93%, based on the validated samples. Individual probabilities by hub vary from the whole house level, and can be found in the meta data file.
DOI: 10.6084/m9.figshare.14368565.v1
title: HPDmobile H3 Audio Data

description: Processed audio data, collected over 35 days, from five locations inside the home. Each ten second audio file was mean shifted, full wave rectified, and down-sampled, to remove identifying speech. The results are stored as csv files, by hub and by day.
DOI: 10.6084/m9.figshare.14368544.v1
title: HPDmobile H2 Image Data - hub RS2

description: Images from hub RS2 in one home, collected over 17 days. Images are grayscale, 32-by-32 pixels, and were taken every second.
DOI: 10.6084/m9.figshare.14368547
title: HPDmobile H2 Image Data - hub RS1

description: Images from hub RS1 in one home, collected over 17 days. Images are grayscale, 32-by-32 pixels, and were taken every second.
DOI: 10.6084/m9.figshare.14368547.v1
title: HPDmobile H2 Image Data - hub RS1

description: Images from hub RS1 in one home, collected over 17 days. Images are grayscale, 32-by-32 pixels, and were taken every second.
DOI: 10.6084/m9.figshare.14368574
title: HPDmobile H3 Ground Truth Data

description: Ground truth whole-house occupancy information from the home, collected over 35 days. Contains one csv file for each day. "occupied" gives the binary status of the home (0=vacant, 1=occupied), and "number" gives the estimated number of occupants at the time.
DOI: 10.6084/m9.figshare.14368577
title: HPDmobile H3 Image Data - hub RS5

description: Images from hub RS5 in one home, collected over 35 days. Images are grayscale, 32-by-32 pixels, and were taken every second.
DOI: 10.6084/m9.figshare.14368580
title: HPDmobile H3 Environmental Data

description: Environmental data readings: temperature (degree C), relative humidity (rH%), indoor CO2 equivalent (ppm), total volatile organic compounds (ppb), illuminance (lux). Readings were collected every ten seconds from five different common areas inside the single family residence, for a period of 35 days. This zip folder contains csv files for each of the five hubs, for every day.
DOI: 10.6084/m9.figshare.14368568.v1
title: HPDmobile H3 Image Data - hub RS4

description: Images from hub RS4 in one home, collected over 35 days. Images are grayscale, 32-by-32 pixels, and were taken every second.
DOI: 10.6084/m9.figshare.14368574.v1
title: HPDmobile H3 Ground Truth Data

description: Ground truth whole-house occupancy information from the home, collected over 35 days. Contains one csv file for each day. "occupied" gives the binary status of the home (0=vacant, 1=occupied), and "number" gives the estimated number of occupants at the time.
DOI: 10.6084/m9.figshare.14368583
title: HPDmobile H3 Image Data - hub RS2

description: Images from hub RS2 in one home, collected over 35 days. Images are grayscale, 32-by-32 pixels, and were taken every second.
DOI: 10.6084/m9.figshare.14368571.v1
title: HPDmobile H3 Image Zone Labels

description: Contains files for each hub and day with binary zone based occupancy, indicating if a human is present in the image (1) or not (0). These were automatically generated with the yoloV5 object detection algorithm (https://github.com/ultralytics/yolov5), and a subset was manually verified by a human. Overall for the home, the probability of an image labeled as occupied actually containing a human is 86%, and the probability of an image labeled as vacant not containing a person is 93%, based on the validated samples. Individual probabilities by hub vary from the whole house level, and can be found in the meta data file.
DOI: 10.6084/m9.figshare.14368586
title: HPDmobile H3 Image Data - hub RS3

description: Images from hub RS3 in one home, collected over 35 days. Images are grayscale, 32-by-32 pixels, and were taken every second.
DOI: 10.6084/m9.figshare.14368583.v1
title: HPDmobile H3 Image Data - hub RS2

description: Images from hub RS2 in one home, collected over 35 days. Images are grayscale, 32-by-32 pixels, and were taken every second.
DOI: 10.6084/m9.figshare.14368577.v1
title: HPDmobile H3 Image Data - hub RS5

description: Images from hub RS5 in one home, collected over 35 days. Images are grayscale, 32-by-32 pixels, and were taken every second.
DOI: 10.6084/m9.figshare.14368589
title: HPDmobile H3 Image Data - hub RS1

description: Images from hub RS1 in one home, collected over 35 days. Images are grayscale, 32-by-32 pixels, and were taken every second.
DOI: 10.6084/m9.figshare.14368592
title: HPDmobile H3 Dark Image Lists

description: This zip contains lists of images that were captured, but not included in the data set, because they were very dark (defined as having an average pixel value of less than 10). Lists are separated by hub and by day and stored in csv format.
DOI: 10.6084/m9.figshare.14368613
title: HPDmobile H4 Ground Truth Data

description: Ground truth whole-house occupancy information from the home, collected over 17 days. Contains one csv file for each day. "occupied" gives the binary status of the home (0=vacant, 1=occupied), and "number" gives the estimated number of occupants at the time.
DOI: 10.6084/m9.figshare.14368580.v1
title: HPDmobile H3 Environmental Data

description: Environmental data readings: temperature (degree C), relative humidity (rH%), indoor CO2 equivalent (ppm), total volatile organic compounds (ppb), illuminance (lux). Readings were collected every ten seconds from five different common areas inside the single family residence, for a period of 35 days. This zip folder contains csv files for each of the five hubs, for every day.
DOI: 10.6084/m9.figshare.14368619
title: HPDmobile H4 Environmental Data

description: Environmental data readings: temperature (degree C), relative humidity (rH%), indoor CO2 equivalent (ppm), total volatile organic compounds (ppb), illuminance (lux). Readings were collected every ten seconds from five different common areas inside the single family residence, for a period of 17 days. This zip folder contains csv files for each of the five hubs, for every day.
DOI: 10.6084/m9.figshare.14368616
title: HPDmobile H4 Image Data - hub RS5

description: Images from hub RS5 in one home, collected over 17 days. Images are grayscale, 32-by-32 pixels, and were taken every second.
DOI: 10.6084/m9.figshare.14368586.v1
title: HPDmobile H3 Image Data - hub RS3

description: Images from hub RS3 in one home, collected over 35 days. Images are grayscale, 32-by-32 pixels, and were taken every second.
DOI: 10.6084/m9.figshare.14368589.v1
title: HPDmobile H3 Image Data - hub RS1

description: Images from hub RS1 in one home, collected over 35 days. Images are grayscale, 32-by-32 pixels, and were taken every second.
DOI: 10.6084/m9.figshare.14368625
title: HPDmobile H4 Image Data - hub RS4

description: Images from hub RS4 in one home, collected over 17 days. Images are grayscale, 32-by-32 pixels, and were taken every second.
DOI: 10.6084/m9.figshare.14368592.v1
title: HPDmobile H3 Dark Image Lists

description: This zip contains lists of images that were captured, but not included in the data set, because they were very dark (defined as having an average pixel value of less than 10). Lists are separated by hub and by day and stored in csv format.
DOI: 10.6084/m9.figshare.14368613.v1
title: HPDmobile H4 Ground Truth Data

description: Ground truth whole-house occupancy information from the home, collected over 17 days. Contains one csv file for each day. "occupied" gives the binary status of the home (0=vacant, 1=occupied), and "number" gives the estimated number of occupants at the time.
DOI: 10.6084/m9.figshare.14368622
title: HPDmobile H4 Audio Data

description: Processed audio data, collected over 17 days, from five locations inside the home. Each ten second audio file was mean shifted, full wave rectified, and down-sampled, to remove identifying speech. The results are stored as csv files, by hub and by day.
DOI: 10.6084/m9.figshare.14368628
title: HPDmobile H4 Image Zone Labels

description: Contains files for each hub and day with binary zone based occupancy, indicating if a human is present in the image (1) or not (0). These were automatically generated with the yoloV5 object detection algorithm (https://github.com/ultralytics/yolov5), and a subset was manually verified by a human. Overall for the home, the probability of an image labeled as occupied actually containing a human is 99%, and the probability of an image labeled as vacant not containing a person is 97%, based on the validated samples. Individual probabilities by hub vary from the whole house level, and can be found in the meta data file.
DOI: 10.6084/m9.figshare.14368631
title: HPDmobile H4 Image Data - hub RS2

description: Images from hub RS2 in one home, collected over 17 days. Images are grayscale, 32-by-32 pixels, and were taken every second.
DOI: 10.6084/m9.figshare.14368625.v1
title: HPDmobile H4 Image Data - hub RS4

description: Images from hub RS4 in one home, collected over 17 days. Images are grayscale, 32-by-32 pixels, and were taken every second.
DOI: 10.6084/m9.figshare.14368616.v1
title: HPDmobile H4 Image Data - hub RS5

description: Images from hub RS5 in one home, collected over 17 days. Images are grayscale, 32-by-32 pixels, and were taken every second.
DOI: 10.6084/m9.figshare.14368631.v1
title: HPDmobile H4 Image Data - hub RS2

description: Images from hub RS2 in one home, collected over 17 days. Images are grayscale, 32-by-32 pixels, and were taken every second.
DOI: 10.6084/m9.figshare.14368619.v1
title: HPDmobile H4 Environmental Data

description: Environmental data readings: temperature (degree C), relative humidity (rH%), indoor CO2 equivalent (ppm), total volatile organic compounds (ppb), illuminance (lux). Readings were collected every ten seconds from five different common areas inside the single family residence, for a period of 17 days. This zip folder contains csv files for each of the five hubs, for every day.
DOI: 10.6084/m9.figshare.14368637
title: HPDmobile H4 Image Data - hub RS3

description: Images from hub RS3 in one home, collected over 17 days. Images are grayscale, 32-by-32 pixels, and were taken every second.
DOI: 10.6084/m9.figshare.14368640
title: HPDmobile H4 Dark Image Lists

description: This zip contains lists of images that were captured, but not included in the data set, because they were very dark (defined as having an average pixel value of less than 10). Lists are separated by hub and by day and stored in csv format.
DOI: 10.6084/m9.figshare.14368628.v1
title: HPDmobile H4 Image Zone Labels

description: Contains files for each hub and day with binary zone based occupancy, indicating if a human is present in the image (1) or not (0). These were automatically generated with the yoloV5 object detection algorithm (https://github.com/ultralytics/yolov5), and a subset was manually verified by a human. Overall for the home, the probability of an image labeled as occupied actually containing a human is 99%, and the probability of an image labeled as vacant not containing a person is 97%, based on the validated samples. Individual probabilities by hub vary from the whole house level, and can be found in the meta data file.
DOI: 10.6084/m9.figshare.14368634
title: HPDmobile H4 Image Data - hub RS1

description: Images from hub RS5 in one home, collected over 17 days. Images are grayscale, 32-by-32 pixels, and were taken every second.
DOI: 10.6084/m9.figshare.14368658
title: HPDmobile H5 Ground Truth Data

description: Ground truth whole-house occupancy information from the home, collected over 15 days. Contains one csv file for each day. "occupied" gives the binary status of the home (0=vacant, 1=occupied), and "number" gives the estimated number of occupants at the time.
DOI: 10.6084/m9.figshare.14368640.v1
title: HPDmobile H4 Dark Image Lists

description: This zip contains lists of images that were captured, but not included in the data set, because they were very dark (defined as having an average pixel value of less than 10). Lists are separated by hub and by day and stored in csv format.
DOI: 10.6084/m9.figshare.14368622.v1
title: HPDmobile H4 Audio Data

description: Processed audio data, collected over 17 days, from five locations inside the home. Each ten second audio file was mean shifted, full wave rectified, and down-sampled, to remove identifying speech. The results are stored as csv files, by hub and by day.
DOI: 10.6084/m9.figshare.14368661
title: HPDmobile H5 Audio Data

description: Processed audio data, collected over 15 days, from five locations inside the home. Each ten second audio file was mean shifted, full wave rectified, and down-sampled, to remove identifying speech. The results are stored as csv files, by hub and by day.
DOI: 10.6084/m9.figshare.14368667
title: HPDmobile H5 Image Zone Labels

description: Contains files for each hub and day with binary zone based occupancy, indicating if a human is present in the image (1) or not (0). These were automatically generated with the yoloV5 object detection algorithm (https://github.com/ultralytics/yolov5), and a subset was manually verified by a human. Overall for the home, the probability of an image labeled as occupied actually containing a human is 93%, and the probability of an image labeled as vacant not containing a person is 95%, based on the validated samples. Individual probabilities by hub vary from the whole house level, and can be found in the meta data file.
DOI: 10.6084/m9.figshare.14368637.v1
title: HPDmobile H4 Image Data - hub RS3

description: Images from hub RS3 in one home, collected over 17 days. Images are grayscale, 32-by-32 pixels, and were taken every second.
DOI: 10.6084/m9.figshare.14368664
title: HPDmobile H5 Image Data - hub RS5

description: Images from hub RS5 in one home, collected over 15 days. Images are grayscale, 32-by-32 pixels, and were taken every second.
DOI: 10.6084/m9.figshare.14368670
title: HPDmobile H5 Environmental Data

description: Environmental data readings: temperature (degree C), relative humidity (rH%), indoor CO2 equivalent (ppm), total volatile organic compounds (ppb), illuminance (lux). Readings were collected every ten seconds from five different common areas inside the single family residence, for a period of 15 days. This zip folder contains csv files for each of the five hubs, for every day.
DOI: 10.6084/m9.figshare.14368634.v1
title: HPDmobile H4 Image Data - hub RS1

description: Images from hub RS5 in one home, collected over 17 days. Images are grayscale, 32-by-32 pixels, and were taken every second.
DOI: 10.6084/m9.figshare.14368667.v1
title: HPDmobile H5 Image Zone Labels

description: Contains files for each hub and day with binary zone based occupancy, indicating if a human is present in the image (1) or not (0). These were automatically generated with the yoloV5 object detection algorithm (https://github.com/ultralytics/yolov5), and a subset was manually verified by a human. Overall for the home, the probability of an image labeled as occupied actually containing a human is 93%, and the probability of an image labeled as vacant not containing a person is 95%, based on the validated samples. Individual probabilities by hub vary from the whole house level, and can be found in the meta data file.
DOI: 10.6084/m9.figshare.14368664.v1
title: HPDmobile H5 Image Data - hub RS5

description: Images from hub RS5 in one home, collected over 15 days. Images are grayscale, 32-by-32 pixels, and were taken every second.