Nexdata provides off-the-shelf face anti-spoofing data covering 2D/3D liveness detection, infrared face, gait recognition, re-id, lip language, and OCR. The dataset includes 200,000 IDs with a diverse population distribution, collected in various environments with over 97% accuracy.