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[Enhancement] End-to-end support for images (as well as PDFs) #5

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athewsey opened this issue Nov 17, 2021 · 0 comments
Open
1 of 4 tasks

[Enhancement] End-to-end support for images (as well as PDFs) #5

athewsey opened this issue Nov 17, 2021 · 0 comments
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enhancement New feature or request good first issue Good for newcomers

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@athewsey
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athewsey commented Nov 17, 2021 •
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While this sample was originally created for multi-page documents in PDF, other related use-cases (such as ID document or receipt extraction) may operate on single-page images/photographs/scans instead.

Today there's support for images in some aspects of the pipeline, but others assume PDF. It would be great to round out support for images as source documents - particularly for common JPEG+PNG formats which have good native support in e.g. Amazon Textract, SageMaker Ground Truth, and web browsers.

  • 1. (Believe so but need to double-check) Core Textract state machine component supports OCRing image files
  • 2. Notebook entity recognition data prep flow supports image files
  • 3. (Need to check) OCR pipeline trigger and Textract orchestration supports image files
  • 4. (Known gap) A2I human review UI supports image files
@athewsey athewsey added enhancement New feature or request good first issue Good for newcomers labels Nov 17, 2021
@athewsey athewsey mentioned this issue Feb 7, 2022
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athewsey added a commit that referenced this issue Jul 7, 2022
@athewsey @d-v-dlee
fix: Handle single image files in pipeline
de7ac69 
Fix thumbnailing endpoint and model inference wrapper's logic to
correctly process single image files (as well as PDFs). Fixes #18.
Relates to #5.

Co-authored-by: David <[email protected]>
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