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README.md
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The model achieves the following results on the test sets:
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| | IoU | F1 | AP@[.5] | AP@[.75] | AP@[.5,.95] |
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| Bozen | 60.15 | 75.10 | 97.14 | 3.79 | 27.50 |
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| cBAD2017 (READ) Complex | 46.79 | 60.35 | 56.01 | 3.40 | 16.26 |
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| cBAD2017 (READ) Simple | 53.97 | 68.43 | 57.26 | 8.45 | 19.39 |
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The model has been trained to reduce mergers in predictions (see the [paper](https://link.springer.com/article/10.1007/s10032-022-00395-7) for more details on training). Therefore, despite slightly low evaluation values, the model correctly detects lines on a wide variety of historical and modern manuscript documents.
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## How to use
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Please refer to the Doc-UFCN library page (https://pypi.org/project/doc-ufcn/) to use this model.
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The model achieves the following results on the test sets:
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| | IoU | F1 | AP@[.5] | AP@[.75] | AP@[.5,.95] |
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| ----------------------- | ----: | ----: | ------: | -------: | ----------: |
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| Bozen | 60.15 | 75.10 | 97.14 | 3.79 | 27.50 |
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| cBAD2017 (READ) Complex | 46.79 | 60.35 | 56.01 | 3.40 | 16.26 |
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| cBAD2017 (READ) Simple | 53.97 | 68.43 | 57.26 | 8.45 | 19.39 |
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The model has been trained to reduce mergers in predictions (see the [paper](https://link.springer.com/article/10.1007/s10032-022-00395-7) for more details on training). Therefore, despite slightly low evaluation values, the model correctly detects lines on a wide variety of historical and modern manuscript documents.
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## How to use?
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Please refer to the Doc-UFCN library page (https://pypi.org/project/doc-ufcn/) to use this model.
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