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README.md
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---
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license: mit
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task_categories:
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- image-to-text
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language:
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- cs
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pretty_name: czech-synth-text-2025
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size_categories:
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- 100K<n<1M
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dataset_info:
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features:
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- name: image
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dtype: image
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- name: text
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dtype: string
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splits:
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- name: train
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num_bytes: 2156337658.4
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num_examples: 454820
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download_size: 2117123960
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dataset_size: 2156337658.4
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configs:
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- config_name: default
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data_files:
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- split: train
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path: data/train-*
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---
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# Czech Synthetic Text Recognition Dataset
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A large-scale synthetic dataset for Czech text recognition, containing 454,820 text images with corresponding transcriptions. Created using [SynthTiger](https://github.com/clovaai/synthtiger).
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- **Total samples**: 454,820 image-text pairs
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- **Language**: Czech (cs_CZ)
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- **Image format**: JPEG
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- **Storage format**: Parquet files (
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- **Total size**: ~1.96 GB
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## Dataset Structure
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dataset = load_dataset("Empatixx/synth-text-recognition-cs", streaming=True) # Stream the dataset
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```
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### Loading
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```python
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#
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# Access image and text
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image_bytes = df.iloc[0]['image']
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image = Image.open(io.BytesIO(image_bytes))
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text = df.iloc[0]['text']
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```
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### PyTorch DataLoader Example
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# Czech Synthetic Text Recognition Dataset
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A large-scale synthetic dataset for Czech text recognition, containing 454,820 text images with corresponding transcriptions. Created using [SynthTiger](https://github.com/clovaai/synthtiger).
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- **Total samples**: 454,820 image-text pairs
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- **Language**: Czech (cs_CZ)
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- **Image format**: JPEG
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- **Storage format**: Parquet files (5 shards in data/ folder)
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- **Total size**: ~1.96 GB
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## Dataset Structure
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dataset = load_dataset("Empatixx/synth-text-recognition-cs", streaming=True) # Stream the dataset
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```
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### Direct Loading from Repository
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The dataset now has proper Image type support, so images will display automatically in the HuggingFace dataset viewer!
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```python
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# Images are automatically loaded as PIL Image objects
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sample = dataset['train'][0]
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image = sample['image'] # Already a PIL Image, not bytes!
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image.show() # Display the image
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# Get the text transcription
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text = sample['text']
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print(f"Text: {text}")
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```
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### PyTorch DataLoader Example
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