<- Back to Datasets

DAHLIA

DAily Human Life Activity

DAHLIA

DAHLIA dataset [1] is devoted to human activity recognition, which is a major issue for adapting smart-home services such as user assistance. DAHLIA has been realized in Mobile Mii Platform by CEA LIST, and has been partly supported by ITEA 3 Emospaces Project (https://itea3.org/project/emospaces.html) Videos were recorded in realistic conditions, with 3 Kinect v2 sensors located as they would be in a real context. The long-range activities were performed in an unconstrained way (participants received only few instructions), and in a continuous (untrimmed) sequence, resulting in long videos (40 min in average per subject). Contrary to previously published databases, in which labeled actions are very short and have low-semantic level, this new database focuses on high-level semantic activities such as « Preparing lunch » or « House Working ». For more details: go to https://www-mobilemii.cea.fr/?page_id=20 and download the dataset request formular. Dataset license: End User License Agreement for Research and Development activities [1] G. Vaquette, A. Orcesi, L. Lucat and C. Achard, "The DAily Home LIfe Activity Dataset: A High Semantic Activity Dataset for Online Recognition," 2017 12th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2017), 2017, pp. 497-504, doi: 10.1109/FG.2017.67.

View this Dataset
->
Mobile Mii Mobile Menu Toggle
Task
Event Detection
Annotation Types
Bounding Boxes
Items
Classes
Labels
Models using this dataset
Last updated on 
January 20, 2022
Licensed under 
Custom
Label your own datasets on V7
Try our trial or talk to one of our experts.