Update README.md

README.md

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 - PaddlePaddle
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-
 ## Model Description
 
-This is a fine-tuned version of the **PaddleOCR v5 Server Detection Model**. It has been trained on a dataset of manga speech bubble crops to improve detection of:
+This is a fine-tuned version of the **PaddleOCR v5 Server Detection Model**. It has been trained on a dataset of manga speech bubble crops to improve detection for:
 - **Speech Bubbles Lines:** Standard dialogue detection.
 - **Vertical Text Lines:** Improved bounding boxes for Japanese vertical writing (*tategaki*).
 - **Text Lines Outside Bubbles:** Narration boxes and floating text.
+- **Text Lines With Furigana:** Greatly reduced the creation of separate bounding regions for furigana.
 
 This model outputs bounding boxes (polygons) for text regions. It does not perform text recognition; you will need a separate recognition model for that.
 
-Note that this model is still being worked on, and may improve with a better dataset.
+Note that this model is still being worked on, and may improve with a better dataset or hyperparameters.
 
 # Training Data
 The dataset consisted largely of synthetic data due to the limited real samples available.