Enhance VisionParser with confidence assessment features. Added metho…#25
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hungranger wants to merge 7 commits into
Open
Enhance VisionParser with confidence assessment features. Added metho…#25hungranger wants to merge 7 commits into
hungranger wants to merge 7 commits into
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…ds to generate and parse confidence scores and reasons for extracted content. Updated logging and output structure to include confidence metrics for improved accuracy evaluation.
…onfidence instead of average. Updated output messages and variable names accordingly for clarity.
…e document quality and extraction accuracy. Clarified scoring criteria and improved the structure of the confidence reason for better guidance on evaluating extracted content.
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@hungranger Hi Roy, the logic (and prompt) looks great. I'm still thinking about a few drawbacks:
=> So if we can test this carefully, it will be more confident to merge the change. (Mostly likely we need to run test manually to observe the result on various sample files) I also want to produce 2 more approaches:
Pls consider and discuss a bit more |
…ion to standardize format as [xmin, ymin, xmax, ymax]. Update related extraction instructions and validation checks for consistency.
- Introduced `locate_text_in_an_image.ipynb` to showcase the `locate_text()` feature for semantic text location in images. - Added `parse_tcb_pdf.ipynb` to demonstrate parsing capabilities of TCB bank statement PDFs using OCRParser. - Created `test_ocr_parser.ipynb` to test the batch processing mode of OCRParser, including bounding box coordinates in the output. - Included sample image `c1.png` and PDF `tcb_3pages.pdf` for demonstration purposes.
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Enhance VisionParser with confidence assessment features.