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  ---
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  license: cc-by-4.0
 
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  language:
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  - en
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- task_categories:
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- - text-classification
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  tags:
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  - handwriting
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- - text-recognition
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  - ocr
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- - images
 
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  - ai-research
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- - handwriting-analysis
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- - natural-writing
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- - penmanship
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  - handwritten-text
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- pretty_name: Handwriting Recognition Dataset
 
 
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  size_categories:
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  - n<1K
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- ---
 
 
 
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- # Handwriting Recognition Dataset
 
 
 
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- ## Dataset Description
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- This dataset contains a collection of handwritten text images designed to improve optical character recognition (OCR) and text recognition models. Each image is accompanied by a transcription of the text, which reads:
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- *"AI learns from data. Your handwriting helps machines read text better. Write clearly; good handwriting boosts AI accuracy. This small act aids AI research. Thanks for your support!"*
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- The dataset aims to support AI research by providing high-quality handwritten samples to train and evaluate machine learning models.
 
 
 
 
 
 
 
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- ## Dataset Structure
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- - **Images**: Handwritten text images (e.g., `.png`, `.jpg`) stored in the `images/` directory.
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- - **Metadata**: A `metadata.csv` file linking each image to its transcription. Example: file_name,text
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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  license: cc-by-4.0
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+ pretty_name: Handwriting Recognition Dataset
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  language:
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  - en
 
 
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  tags:
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  - handwriting
 
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  - ocr
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+ - computer-vision
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+ - text-recognition
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  - ai-research
 
 
 
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  - handwritten-text
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+ task_categories:
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+ - optical-character-recognition
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+ - image-classification
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  size_categories:
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  - n<1K
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+ dataset_description: |
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+ This dataset contains a collection of handwritten text images designed to improve **Optical Character Recognition (OCR)** and text recognition models. Each image is accompanied by a transcription of the following standardized sentence:
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+
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+ > "AI learns from data. Your handwriting helps machines read text better. Write clearly; good handwriting boosts AI accuracy. This small act aids AI research. Thanks for your support!"
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+ The dataset aims to support AI research by providing high-quality handwritten samples to train and evaluate machine learning models.
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+ dataset_structure: |
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+ - **Images**: Handwritten text images (e.g., `.png`, `.jpg`) stored in the `images/` directory.
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+ - **Metadata**: A `metadata.csv` file linking each image to its transcription.
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+ **Example:**
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+ ```
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+ file_name,text
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+ sample_01.jpg,"AI learns from data. Your handwriting helps machines read text better. Write clearly; good handwriting boosts AI accuracy. This small act aids AI research. Thanks for your support!"
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+ sample_02.jpg,"AI learns from data. Your handwriting helps machines read text better. Write clearly; good handwriting boosts AI accuracy. This small act aids AI research. Thanks for your support!"
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+ ```
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+ intended_uses: |
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+ ### ✅ Direct Use
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+ - OCR model training and benchmarking
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+ - Handwritten text classification
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+ - AI research in human-written data modeling
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+ ### Out-of-Scope Use
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+ - Real-time handwriting identification
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+ - Signature verification or forensic handwriting analysis
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+ - Any use without appropriate attribution per the license
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+ limitations: |
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+ - Dataset is relatively small (<1,000 samples)
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+ - All samples use the same paragraph; not useful for diverse language modeling
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+ - Does not include writer demographics, script variation, or multilingual data
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+ license_info: |
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+ **License**: CC BY 4.0 — Free to use, modify, and share with attribution.
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+ citation: |
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+ **BibTeX:**
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+ ```bibtex
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+ @misc{handwriting_recognition_dataset,
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+ title = {Handwriting Recognition Dataset},
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+ author = {Various Contributors},
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+ year = {2025},
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+ howpublished = {\url{https://huggingface.co/datasets/your-org/handwriting-recognition}},
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+ note = {Dataset available under CC BY 4.0 license}
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+ }
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+ ---