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@@ -12,11 +12,11 @@ My effort into improving handwriting removal throught the new [DIS (Dichotomous
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  git clone https://github.com/xuebinqin/DIS
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  ```
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- 2. Install the requirements via ```pip install -r requirements.txt```
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- 3. Replace ```Inference.py``` in the cloned DIS folder to the ```Inference.py``` of [this repository](https://github.com/ivanhe123/Handwriting-Removal-DIS).
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- 4. Change the paths according to your own application.
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  ## Related Research
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  AndSonder has also done research and experimentaion on the same subject but using deeplabv3+ to segment the handwriting.
 
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  git clone https://github.com/xuebinqin/DIS
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  ```
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+ 2. Download the isnet.pth file from this huggingface model repository and move it into the cloned DIS folder.
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+ 3. Replace Inference.py in the cloned DIS folder to the Inference.py of [this repository](https://github.com/ivanhe123/Handwriting-Removal-DIS).
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+ 4. Change the paths according to your own application (Evaluation data path may be different).
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  ## Related Research
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  AndSonder has also done research and experimentaion on the same subject but using deeplabv3+ to segment the handwriting.