flow_inference

Flow Inference - TrOCR inference and evaluation package.

Modules

configure_dataset_card	Build Hugging Face dataset README files for dataset card in inference result repositories.
create_trocr_dataset	Provide a PyTorch dataset wrapper for TrOCR inference records.
data_handling	Handle Hugging Face dataset download, conversion, update, and upload workflows.
evaluation	Evaluate OCR/HTR inference results stored in Hugging Face datasets.
image_processing	Load, normalize, resize, and process images for TrOCR inference.
infer_textlines	Run batched TrOCR inference on line-level image records.
inference	Run the end-to-end TrOCR inference workflow for Hugging Face datasets.
model_handling	Load TrOCR models and processors for inference.
status	Track and log progress for inference jobs.
utils	Utility modules for flow-inference.
voyant_export	Export OCR/HTR inference results as Voyant-compatible text archives.
write_inference_to_raw_xml	Write line-level inference results back into raw XML datasets.
xml_processing	Utilities for inserting inferred text into PAGE XML documents.