Image Quality Assessment And Preprocessing Validation

via “document image preprocessing and normalization”

image-to-text model by undefined. 75,19,420 downloads.

Unique: Integrates preprocessing as a built-in feature extractor component rather than requiring external image processing libraries, with automatic aspect ratio handling through padding instead of cropping or distortion

vs others: Reduces preprocessing complexity compared to manual OpenCV pipelines, while being more flexible than fixed-size input requirements of some OCR models