Midv-226.mp4

If you'd like to dive deeper into the or see how Smart Engines structures their data, let me know!

: Detecting "replay attacks" where a screen is recorded instead of a physical document. MIDV-226.mp4

: Developing algorithms that can "flatten" an ID card held at a tilted angle. If you'd like to dive deeper into the

: Training lightweight AI models that can run directly on a phone without needing a powerful server. : Training lightweight AI models that can run

: Instead of reading one blurry frame, the system combines data from multiple frames in the video to produce a high-confidence text result. Research Applications

The MIDV-2020 dataset was created by the Smart Engines team to address the challenges of capturing identity documents in unconstrained mobile environments. Unlike static scans, these videos include real-world "noise" like motion blur, varying lighting, and background interference. The Purpose of MIDV-226

💡 : While it may look like a simple video of a card, MIDV-226 is a vital data point in making digital identity verification faster and more secure for everyone.