This page contains a dataset for evaluating bias in pedestrian detection algorithms. Specifically, it contains age and gender labels for bounding boxes in the INRIA Person dataset (test set only).
The dataset is described in the following publication:
You can download the data here: Pedestrian detection bias. Please cite the publication above if you use the dataset.