The evolution of the MIDV data series reflects the increasing complexity required by identity verification algorithms: Dataset Iteration Primary Focus Key Unique Feature Common Use Case Basic Document Detection 500 video clips of diverse ID types Initial bounding box development MIDV-2020 Comprehensive Benchmarking Includes unique text fields and AI-generated faces Advanced OCR and privacy-safe training MIDV-266 Variant Target-Specific Mobile Capture Optimized for specific sensor behaviors Fine-tuning mobile edge OCR systems MIDV-DM Anti-Fraud & Forgery Detection Includes data from alternative light spectrums Deepfake and document forgery checks 🚀 How to Utilize the Dataset for Research