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lileetung
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Add README and git-lfs configuration
Browse files- .gitattributes +2 -57
- README.md +78 -0
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README.md
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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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# SynthDoG Traditional Chinese Dataset
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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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## Dataset Structure
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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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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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## File Format
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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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### 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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## Usage
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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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### 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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dataset = load_dataset("LeeTung/synthdoc-zh-tw-dataset")
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```
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## License
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MIT License. Please refer to the original SynthDoG repository for additional license information.
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## Citation
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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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```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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```
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