: Identifying optical variable devices (OVDs) that are often used as security features on passports and IDs.
: High-resolution sensors can capture the minute printing patterns and textures that are invisible at lower resolutions. midv488 4k extra quality
The MIDV series, including versions like and MIDV-2020 , provides researchers with high-quality video clips of identity documents captured under various conditions. These datasets are critical for training AI to recognize text, detect faces, and identify potential forgeries or "spoofing" attempts in real-time video streams. : Identifying optical variable devices (OVDs) that are