IARPA RFI – Tapping Security Cameras for Computer Vision and Facial Recoginition Algorithm Training Datasets
For computer vision and facial recognition systems to work reliably, they need training datasets that approximate real-world conditions. So far, researchers have had access to only a small number of image datasets, many of which are heavily populated with still pictures of fair-skinned men. This limitation impacts the accuracy of the technology when it comes