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license: apache-2.0 |
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## Setup Instructions |
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### Clone the Surya OCR GitHub Repository |
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```bash |
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git clone https://github.com/VikParuchuri/surya.git |
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cd surya |
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``` |
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### Switch to v0.4.14 |
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```bash |
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git checkout f7c6c04 |
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``` |
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### Install Dependencies |
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The author has not provided requirements.txt file, but `environment.yml` from our conda environment has been uploaded, This file can be used to recreate environment for arabic_layout_model model. |
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### ArabicDoc Pipeline |
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Download `ArabicDoc.cpython-310-x86_64-linux-gnu.so` , `10x_best.pt` and `surya folder` from the Repository. |
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Place `ArabicDoc.cpython-310-x86_64-linux-gnu.so`, `10x_best.pt` and `surya folder` in same directory (They are dependent on each other). |
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```python |
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from ArabicDoc import arabic_layout_model # This import will originate from ArabicDoc.cpython-310-x86_64-linux-gnu.so , which is present in the repo. Also this works with Linux based OS only. |
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from surya.postprocessing.heatmap import draw_bboxes_on_image |
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from PIL import Image |
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image_path = "sample.jpg" |
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image = Image.open(image_path) |
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bboxes = arabic_layout_model(image_path) |
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plotted_image = draw_bboxes_on_image(bboxes,image) |
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``` |
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#### Refer to `benchmark.ipynb` for comparison between Traditional Surya Layout Model and New Layout Model. |
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#### Refer to `results` folder to visualize images obtained from both the models. |
