Human body identification and verification dataset
Description
My research attempts to apply object detection technology to identify individuals in a secure and reliable way. This data shows 20 individuals in warm, cold, and mixed lighting, with varying strengths and lumens. The lumens range from 326 to 865. In addition to lighting, images of the individuals were taken in multiple positions, ranging from a full left and right profile, to straight toward the camera. Each image was attempted to be taken in front of a white backdrop to provide a consistent background.
Files
Steps to reproduce
A canon T5i was used to take the pictures. The positioning of the equipment will be described in coordinate form, measured in inches from 2 walls, (eg. 10 inches from wall x and 131 inches from wall y looks like (10, 131)) for any who wish to reproduce the data: The stand used to hold the backdrop up was placed at (10, 48) and (10, 122) A light on the left of the backdrop was placed at (30, 41) and lowered as far as the stand allows A second light on the left of the backdrop was placed at (30, 33) and raised to the highest the stand allows A light on the right of the backdrop was placed at (27, 132) and lowered as far as the stand allows A second light on the right of the backdrop was placed at (30, 141) and raised to the highest the stand allows A camera was placed at (109, 87) and raised to the individuals waist level A light next to the camera was placed at (103, 75) and matched to height of the camera A light placed directly in front of the camera was at (88, 87) and lowered as far as the stand allowed