The Market-1501 dataset is a dataset for person re-identification, which was collected in front of a supermarket in Tsinghua University. A total of six cameras are used, including 5 high-resolution cameras, and one low-resolution camera. Overlap exists among different cameras. Overall, this dataset contains 32,668 annotated bounding boxes of 1,501 identities. Each annotated identity is present in at least two cameras, so that cross-camera search can be performed.
- Liang Zheng, Liyue Shen, Lu Tian, Shengjin Wang, Jingdong Wang, Qi Tian, "Scalable Person Re-identification: A Benchmark", IEEE International Conference on Computer Vision (ICCV), 2015.