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---
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configs:
- config_name: Dhurjati
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- config_name: Mandali-Regular
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- config_name: NotoSansTelugu-Bold
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- config_name: NotoSerifTelugu-VariableFont_wght
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- config_name: Pothana2000
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- config_name: Ramabhadra
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- config_name: RamaneeyaWin
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- config_name: Ramaraja-Regular
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- config_name: Suguna
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- config_name: Suranna
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- config_name: Suravara_Samhita
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- config_name: Suravara_Swarna
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- config_name: Suravara_Swarna_italic
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- config_name: Suravaram
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- config_name: TLOTAmmaBI_ship
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- config_name: TLOTAmmaI_ship
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- config_name: TLOTAmmaN_ship
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- config_name: TLOTAmrutaBI_Ship
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- config_name: TLOTAmrutaB_Ship
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- config_name: TLOTAtreyaBI_Ship
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- config_name: TLOTAtreyaI_Ship
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- config_name: TLOTChandanaBI_Ship
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- config_name: TLOTChandanaB_Ship
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- config_name: TLOTDevaI_Ship
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    path: TLOTDevaI_Ship/train-*
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- config_name: TLOTDevaN_Ship
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- config_name: TLOTDraupadiBI_Ship
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- config_name: TLOTDraupadiB_ship
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- config_name: TLOTDraupadiI_Ship
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- config_name: TLOTDraupadiN_Ship
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- config_name: TLOTGolkondaBI_Ship
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- config_name: TLOTKrishnaB_Ship
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- config_name: TLOTManuBI_Ship
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- config_name: TLOTMenakaBI_Ship
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- config_name: TLOTPriyaB_Ship
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- config_name: TLOTSanjanaBI_Ship
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- config_name: TLOTSanjanaB_Ship
  data_files:
  - split: train
    path: TLOTSanjanaB_Ship/train-*
  - split: validation
    path: TLOTSanjanaB_Ship/validation-*
  - split: test
    path: TLOTSanjanaB_Ship/test-*
- config_name: TLOTSitaraBI_Ship
  data_files:
  - split: train
    path: TLOTSitaraBI_Ship/train-*
  - split: validation
    path: TLOTSitaraBI_Ship/validation-*
  - split: test
    path: TLOTSitaraBI_Ship/test-*
- config_name: TLOTSitaraB_Ship
  data_files:
  - split: train
    path: TLOTSitaraB_Ship/train-*
  - split: validation
    path: TLOTSitaraB_Ship/validation-*
  - split: test
    path: TLOTSitaraB_Ship/test-*
- config_name: TLOTSwamiBI_Ship
  data_files:
  - split: train
    path: TLOTSwamiBI_Ship/train-*
  - split: validation
    path: TLOTSwamiBI_Ship/validation-*
  - split: test
    path: TLOTSwamiBI_Ship/test-*
- config_name: TLOTSwamiB_Ship
  data_files:
  - split: train
    path: TLOTSwamiB_Ship/train-*
  - split: validation
    path: TLOTSwamiB_Ship/validation-*
  - split: test
    path: TLOTSwamiB_Ship/test-*
- config_name: TLOTVennela1B_Ship
  data_files:
  - split: train
    path: TLOTVennela1B_Ship/train-*
  - split: validation
    path: TLOTVennela1B_Ship/validation-*
  - split: test
    path: TLOTVennela1B_Ship/test-*
- config_name: TLOTVennelaBI_Ship
  data_files:
  - split: train
    path: TLOTVennelaBI_Ship/train-*
  - split: validation
    path: TLOTVennelaBI_Ship/validation-*
  - split: test
    path: TLOTVennelaBI_Ship/test-*
- config_name: TLOTVennelaI_Ship
  data_files:
  - split: train
    path: TLOTVennelaI_Ship/train-*
  - split: validation
    path: TLOTVennelaI_Ship/validation-*
  - split: test
    path: TLOTVennelaI_Ship/test-*
- config_name: TenaliRamakrishna-Regular
  data_files:
  - split: train
    path: TenaliRamakrishna-Regular/train-*
  - split: validation
    path: TenaliRamakrishna-Regular/validation-*
  - split: test
    path: TenaliRamakrishna-Regular/test-*
- config_name: TimmanaRegular
  data_files:
  - split: train
    path: TimmanaRegular/train-*
  - split: validation
    path: TimmanaRegular/validation-*
  - split: test
    path: TimmanaRegular/test-*
- config_name: Vanib
  data_files:
  - split: train
    path: Vanib/train-*
  - split: validation
    path: Vanib/validation-*
  - split: test
    path: Vanib/test-*
- config_name: Vemana
  data_files:
  - split: train
    path: Vemana/train-*
  - split: validation
    path: Vemana/validation-*
  - split: test
    path: Vemana/test-*
- config_name: akshar
  data_files:
  - split: train
    path: akshar/train-*
  - split: validation
    path: akshar/validation-*
  - split: test
    path: akshar/test-*
- config_name: gautami
  data_files:
  - split: train
    path: gautami/train-*
  - split: validation
    path: gautami/validation-*
  - split: test
    path: gautami/test-*
- config_name: gautamib
  data_files:
  - split: train
    path: gautamib/train-*
  - split: validation
    path: gautamib/validation-*
  - split: test
    path: gautamib/test-*
license: gpl-3.0
task_categories:
- image-to-text
language:
- te
size_categories:
- 1M<n<10M
---

# Dataset Card for Dataset Name


## Dataset Details

### Dataset Description


This extensive dataset, hosted on Huggingface, is a comprehensive resource for Optical Character Recognition (OCR) in the Telugu language, featuring an impressive array of 80+ configurations. Each configuration in this dataset corresponds to a unique font, meticulously curated by Dr. Rakesh Achanta and sourced from his GitHub repository (https://github.com/TeluguOCR/banti_telugu_ocr).

The dataset is specifically designed to support and enhance the development of OCR models, ranging from simple Convolutional Recurrent Neural Network (CRNN) architectures to more advanced systems like trOCR. The versatility of this dataset lies in its large volume and diversity, making it an ideal choice for researchers and developers aiming to build robust OCR systems for the Telugu script.

Key Features:

    - Font Diversity: Over 80 unique fonts, each forming a separate configuration, providing a rich variety in text styles and nuances.
    - Large Volume: Each configuration contains approximately 800,000 examples, summing up to a vast pool of data for comprehensive training and evaluation.
    - Data Split: The dataset is pre-split into training, validation, and test sets, following a 60/20/20 ratio, to facilitate efficient model training and benchmarking.
    - Use Cases: Ideal for developing a wide range of OCR models - from basic CRNNs to sophisticated models like trOCR.
    - Accessibility: Hosted on Huggingface, ensuring easy access and integration with various machine learning frameworks and tools.

This dataset stands as a testament to Dr. Rakesh Achanta's dedication to enhancing Telugu language processing technologies. It is not just a tool for model development but also a gateway to preserving and digitizing the rich literary heritage of the Telugu language.

Researchers and developers leveraging this dataset are encouraged to adhere to the ethical guidelines of AI research and development, ensuring that the applications developed are for the benefit of language preservation, accessibility, and technological advancement in a responsible manner.



- **Fonts Curated by:** Dr. Rakesh Achanta
- **Shared by:** Krishna Sriharsha Gundu
- **Language(s) (NLP):** Telugu

### Dataset Sources [optional]

<!-- Provide the basic links for the dataset. -->

- **Repository:** [Original Books Dataset](https://github.com/AnushaMotamarri/Telugu-Books-Dataset)