Image Quality Assessment for ID-card OCR

Project at SenseTime Research

Features:

  • Deep Learning based no-reference image quality assessment (NR-IQA) and distortion type classification
  • Trained Siamese Network as pretrained model which learn from ranked synthetic image pairs
  • Constructed huge non-public authentically distorted image dataset for fine-tuning