Datasets
ChokePoint dataset
ChokePoint dataset
- URL: http://arma.sourceforge.net/chokepoint/
- URL: https://doi.org/10.5281/zenodo.815657
- multiple viewpoint videos from surveillance cameras placed above doors
- contains 29 subjects (23 male and 6 female) and 54 video sequences on 4 locations
- contains 64,204 labelled face images
NUS Multi-Sensor Presentation (NUSMSP) Dataset
NUS Multi-Sensor Presentation (NUSMSP) Dataset
- link 1: http://mmas.comp.nus.edu.sg/NUSMSP.html
- link 2: https://doi.org/10.25540/BN6N-4R2M
- link 3: http://scholarbank.nus.edu.sg/handle/10635/137261
- provides 51 unique real-world presentations
- each presentation was recorded with 1 Kinect sensor, 2 ambient visual sensors, and 3 egocentric sensor (i.e., Google Glass )
People in Social Context (PISC) Dataset
People in Social Context (PISC) Dataset
- link 1: https://doi.org/10.5281/zenodo.832013
- link 2: http://scholarbank.nus.edu.sg/handle/10635/137262
- The People in Social Context (PISC) dataset is a new dataset that focuses on social relationships. It consists of 22,670 images of 9 types of social relationships. We provide annotation of the bounding boxes of all people, as well as the social relationship between all pairs of people in the images. In addition, we provide occupation annotation. For more details on the collection process and statistics of the dataset, please see our paper (Li. et. al. ICCV 2017)
Multi-Camera Action Dataset (MCAD)
Multi-Camera Action Dataset (MCAD)
- link 1: http://mmas.comp.nus.edu.sg/MCAD/MCAD.html
- link 2: https://doi.org/10.5281/zenodo.884592
- link 3: http://scholarbank.nus.edu.sg/handle/10635/137348
- designed for cross-view action recognition problem
- contains 20 subjects
- contains 14,298 actions samples from 18 action categories
- action samples are independently performed and recorded by 5 CCTV cameras
Human Interaction Image (HII) dataset
Human Interaction Image (HII) dataset
- link 1: https://doi.org/10.5281/zenodo.832380
- link 2: http://scholarbank.nus.edu.sg/handle/10635/137346
- The Human Interaction Image (HII) dataset is a new dataset containing Web images from Commercial Search Engines (Google, Bing and Flickr). We use keyword search to collect images corresponding to four types of interactions: handshake, highfive, hug, kiss. Then we manually filter the irrelevant images. The dataset contains 2410 images with at least 550 images per interaction. For more details on the collection process and statistics of the dataset, please see our paper (Li. et. al. ACM MM 2017)
Street Fashion Style (SFS) dataset
Street Fashion Style (SFS) dataset
- link 1: https://zenodo.org/record/833051
- The Street Fashion Style (SFS) dataset is a new street photos dataset collected from Chictopia, where a total of 293,105 user posts are crawled. In each post, a user usually publishes the photograph of her/his worn outfit along with associated tags. Generally, these tags include current season, the suitable occasion, fashion style, the detailed garment information (e.g. category, color and brand), the geographical and year information. For more details on the collection process and statistics of the dataset, please see our paper (Gu. et. al. ACM MM 2017)
SNP HEp-2 Cell (SNPHEp-2) Dataset
SNP HEp-2 Cell (SNPHEp-2) Dataset
- link: http://itee.uq.edu.au/~lovell/snphep2/
- provides five patterns: centromere, coarse speckled, fine speckled, homogeneous and nucleolar
- contains 1,884 cell images extracted from 40 specimen images