Data and Benchmarks
SKU-110K data set and benchmark
Dataset for our CVPR2019 paper, Precise Detection in Densely Packed Scenes. The benchmark measures object detection scenes where images contain many objects, often appearing similar or even identical, positioned in close proximity. The 11,762 images in SKU-110k represent retail environments and average 147.4 bounding box-labeled objects (store shelf items) per image.
Unfiltered Faces for Gender and Age Classification
Dataset of face images, labeled for age, gender and identity, acquired by smart-phones and other mobile devices, and uploaded without manual filtering to online image repositories.
Dynamic Point-Cloud Data
Real scans and synthetic data For foreground / background motion segmentation.
Violent Flows Benchmark
Video benchmark for classification and detection of outbursts of violence in crowded scenes.
Action Similarity Labeling Benchmark (ASLAN)
Video benchmark for same/not-same classification of pairs of videos presenting human action in captured in the wild (YouTube).
YouTube Faces Benchmark
Video benchmark for same/not-same classification of pairs of videos presenting human faces. Modeled after the LFW benchmark.
LFW-a Data Set
Our own version of the LFW data set, aligned using commercial software.