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+ ---
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+ language:
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+ - zh
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+ language_bcp47:
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+ - zh-tw
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+ license: mit
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+ task_categories:
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+ - image-to-text
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+ - document-question-answering
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+ pretty_name: SynthDoG Traditional Chinese Dataset
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+ size_categories:
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+ - 10K<n<100K
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+ tags:
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+ - ocr
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+ - synthetic-data
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+ - traditional-chinese
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+ ---
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+
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+ # SynthDoG Traditional Chinese Dataset
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+
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+ This dataset contains synthetic document-ground truth pairs for Traditional Chinese text recognition training. The dataset is generated using the SynthDoG (Synthetic Document Generation) framework, which creates realistic document images with Traditional Chinese text.
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+
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+ ## Dataset Structure
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+
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+ The dataset is organized into three splits:
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+ - `train/`: Training data
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+ - `validation/`: Validation data
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+ - `test/`: Test data
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+
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+ Each split contains:
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+ - Image files (*.jpg): Synthetic document images with Traditional Chinese text
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+ - metadata.jsonl: Ground truth annotations for each image in JSONL format
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+
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+ ## File Format
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+
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+ ### Images
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+ - Format: JPEG
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+ - Resolution: Various sizes, optimized for document recognition
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+ - Content: Synthetic documents with Traditional Chinese text
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+ - Features: Includes various document layouts, fonts, and text styles
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+
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+ ### Annotations (metadata.jsonl)
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+ The metadata file contains annotations for each image in JSONL format, including:
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+ - Text content
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+ - Text regions
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+ - Layout information
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+
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+ ## Usage
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+
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+ This dataset is designed for:
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+ 1. Training OCR models for Traditional Chinese text recognition
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+ 2. Fine-tuning document understanding models
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+ 3. Testing document layout analysis systems
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+
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+ ### Loading the Dataset
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+ You can load this dataset using the Hugging Face datasets library:
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+ ```python
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+ from datasets import load_dataset
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+
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+ dataset = load_dataset("LeeTung/synthdoc-zh-tw-dataset")
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+ ```
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+
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+ ## License
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+
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+ MIT License. Please refer to the original SynthDoG repository for additional license information.
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+
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+ ## Citation
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+
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+ If you use this dataset in your research, please cite the original SynthDoG paper and this dataset:
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+
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+ ```bibtex
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+ @misc{synthdoc-zh-tw-dataset,
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+ title={SynthDoG Traditional Chinese Dataset},
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+ author={Lee Tung},
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+ year={2024},
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+ publisher={Hugging Face}
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+ }
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+ ```