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feat(pdf_parse): improve OCR processing and contrast filtering #1664

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myhloli merged 6 commits intoopendatalab:devfrom
myhloli:dev
Feb 9, 2025
Merged

feat(pdf_parse): improve OCR processing and contrast filtering #1664
myhloli merged 6 commits intoopendatalab:devfrom
myhloli:dev

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@myhloli myhloli commented Feb 9, 2025

Thanks for your contribution and we appreciate it a lot. The following instructions would make your pull request more healthy and more easily get feedback. If you do not understand some items, don't worry, just make the pull request and seek help from maintainers.

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- Uncomment detect_invalid_chars_by_pymupdf function call
- Comment out detect_invalid_chars function call
- Rename empty_spans to need_ocr_spans for better clarity
- Add calculate_contrast function to measure image contrast
- Filter out low-contrast spans to improve OCR accuracy
- Update OCR processing workflow to use new filtering method
…model

- Increase batch size from 8 to 256 for language detection inference
- Add timing measurement for language detection process
- Update calculate_contrast function to support both RGB and BGR image modes
- Add input validation for image mode in calculate_contrast function
- Modify usage of calculate_contrast function in OCR processing to specify image mode
@myhloli myhloli merged commit 6e1fba9 into opendatalab:dev Feb 9, 2025
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