2 Commits

Author	SHA1	Message	Date
Christine Straub	1f0c563e0c	refactor: partition_pdf() for ocr_only strategy (#1811) ... ### Summary Update `ocr_only` strategy in `partition_pdf()`. This PR adds the functionality to get accurate coordinate data when partitioning PDFs and Images with the `ocr_only` strategy. - Add functionality to perform OCR region grouping based on the OCR text taken from `pytesseract.image_to_string()` - Add functionality to get layout elements from OCR regions (ocr_layout) for both `tesseract` and `paddle` - Add functionality to determine the `source` of merged text regions when merging text regions in `merge_text_regions()` - Merge multiple test functions related to "ocr_only" strategy into `test_partition_pdf_with_ocr_only_strategy()` - This PR also fixes [issue #1792](https://github.com/Unstructured-IO/unstructured/issues/1792) ### Evaluation ``` # Image PYTHONPATH=. python examples/custom-layout-order/evaluate_natural_reading_order.py example-docs/double-column-A.jpg ocr_only xy-cut image # PDF PYTHONPATH=. python examples/custom-layout-order/evaluate_natural_reading_order.py example-docs/multi-column-2p.pdf ocr_only xy-cut pdf ``` ### Test - **Before update** All elements have the same coordinate data  - **After update** All elements have accurate coordinate data  --------- Co-authored-by: ryannikolaidis <1208590+ryannikolaidis@users.noreply.github.com> Co-authored-by: christinestraub <christinestraub@users.noreply.github.com>	2023-10-30 20:13:29 +00:00
Christine Straub	b30d6a601e	Fix/1209 tweak xycut ordering output (#1630) ... Closes GH Issue #1209. ### Summary - add swapped `xycut` sorting - update `xycut` sorting evaluation script PDFs: - [sbaa031.073.pdf](https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7234218/pdf/sbaa031.073.pdf) - [multi-column-2p.pdf](https://github.com/Unstructured-IO/unstructured/files/12796147/multi-column-2p.pdf) - [11723901.pdf](https://github.com/Unstructured-IO/unstructured-inference/files/12360085/11723901.pdf) ### Testing ``` elements = partition_pdf("sbaa031.073.pdf", strategy="hi_res") print("\n\n".join([str(el) for el in elements])) ``` ### Evaluation ``` PYTHONPATH=. python examples/custom-layout-order/evaluate_xy_cut_sorting.py sbaa031.073.pdf hi_res xycut_only ```	2023-10-05 07:41:38 +00:00