Batch Document Signature Detection With Confidence Filtering

via “batch document image processing with token-level confidence scoring”

image-to-text model by undefined. 1,45,949 downloads.

Unique: Exposes transformer logits for token-level confidence scoring, enabling quality-aware document processing pipelines; batch processing amortizes GPU overhead unlike single-image inference

vs others: Provides confidence metrics that simple OCR tools lack, enabling quality-based filtering and human review workflows, but requires custom post-processing vs end-to-end solutions like cloud OCR APIs