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DepremOCR (PaddleOCR optimized inference pipeline)

#1
by Goodsea - opened
base: refs/heads/main
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from: refs/pr/1
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Goodsea
 Deprem Yapay Zeka org
No description provided.
add paddleocr optimized inference pipeline863f1e9c
Goodsea
 Deprem Yapay Zeka org
•
edited Feb 8, 2023

HuggingFace Space: https://huggingface.co/spaces/Goodsea/deprem-ocr-paddleocr
Source Code: https://github.com/Goodsea/deprem-ocr
PyPI: https://pypi.org/project/deprem-ocr/

In case of merged TODOs:

  • GPU inference (currently inferencing in CPU)
  • Model Quantization or Model Pruning for faster inference
  • Threshold adjustments for better accuracy
  • Add to DepremOCR class a constructor where it can take model and pipeline input parameters and can be easily customized (currently the only way to run it is the prepared default parameters)
  • Multiple address detection and seperation (bbox clustering)
Goodsea changed pull request status to open
mertcobanov changed pull request status to merged

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