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: Complex backgrounds that challenge document localization algorithms.

Identity document recognition is a critical component of modern digital services, ranging from remote banking enrollment to automated airport security. However, research in this area is often hindered by the lack of publicly available datasets due to the sensitive and private nature of personal identification documents.

For more intensive titles like , Apex Legends , GTA V , or Call of Duty: Warzone , the MIDV250 can deliver a very playable experience. Users can expect: High Settings (1080p): 60+ FPS in many games. midv250

needing a computer that can handle academic work and moderate gaming.

Features a curated collection of diverse document types, including national identity cards, international passports, and driver's licenses across multiple jurisdictions. For more intensive titles like , Apex Legends

and specialized subsets provide more complexity for tasks like: Text Field Recognition : Extracting data from variable fonts and layouts. Hologram Detection : Identifying optically variable security features. Liveness Detection

The MIDV-250 dataset is characterized by several key features: Features a curated collection of diverse document types,

The is designed to perform well in specific scenarios. Gaming Performance

Captured using various smartphones under different background conditions (e.g., "Table", "Keyboard", "Hand").