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README.md
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YOLO11x-text-detection was fine-tuned for Handwritten Russian Dialectic Text Detection in dialectological cards.
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The model was trained for 100 epochs with a batch size of 32 using dual NVIDIA T4 GPUs. Fifteen layers were frozen during training as part of the transfer learning process. The entire training took approximately 7 minutes.
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# Example Usage
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```python
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YOLO11x-text-detection was fine-tuned for Handwritten Russian Dialectic Text Detection in dialectological cards.
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The model was trained for 100 epochs with a batch size of 32 using dual NVIDIA T4 GPUs. Fifteen layers were frozen during training as part of the transfer learning process. The entire training took approximately 7 minutes.
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### What is a dialectological text?
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Linguists at NaRFU go on dialectological expeditions to different villages of Arkhangelsk region.
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The dialogs with locals are transcribed into notebooks and the examples of a dialect words and an example of its usage is written on cards.
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The dialectological text is a text that conveys linguistic features using special symbols like acutes, apostrophes etc.
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Example of a card: 
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# Example Usage
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```python
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