  We present two new fisheye image datasets for training face and object
detection models: VOC-360 and Wider-360. The fisheye images are created by
post-processing regular images collected from two well-known datasets, VOC2012
and Wider Face, using a model for mapping regular to fisheye images implemented
in Matlab. VOC-360 contains 39,575 fisheye images for object detection,
segmentation, and classification. Wider-360 contains 63,897 fisheye images for
face detection. These datasets will be useful for developing face and object
detectors as well as segmentation modules for fisheye images while the efforts
to collect and manually annotate true fisheye images are underway.
