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@@ -60,16 +60,16 @@ from huggingface_hub import snapshot_download
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  path = snapshot_download(repo_id="Extend-AI/RealDocBench-Layout", repo_type="dataset")
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  ```
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- ## Caveats
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-
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- **Mixed image formats.** 197 of the 1,500 images carry a `.png` extension
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- but their actual byte stream is WebP (171), GIF (23), or BMP (3). They
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- render correctly in PIL / browsers, but services that validate the magic
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- bytes (AWS Textract, Azure Document Intelligence) will reject them
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- without a transcode step. Re-encoding to true PNG with dimensions
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- preserved is a lossless one-liner.
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-
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  ## License
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  Annotations: CC-BY-4.0. Page images carry their original per-source
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  licenses; the manifest's `sourceUrl` column points back to each one.
 
 
 
 
 
 
 
 
 
 
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  path = snapshot_download(repo_id="Extend-AI/RealDocBench-Layout", repo_type="dataset")
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  ```
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  ## License
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  Annotations: CC-BY-4.0. Page images carry their original per-source
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  licenses; the manifest's `sourceUrl` column points back to each one.
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+
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+ ### Takedown and Opt-out requests
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+ If you are the owner of a document included in this dataset and would like it removed, you can submit a takedown request. We process requests on a monthly cadence and maintain a public manifest of removed records at takedowns/removed_ids.jsonl.
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+ How to request removal
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+ Open an issue in the Community tab or email [support@extend.ai] with:
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+
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+ A document identifier (filename, URL, or row ID if known)
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+ Proof of ownership or authorization to request removal
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+ The scope of removal (specific rows, an entire source document, or all documents from a given source)