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Korn1886/thai_handwriting_dataset

Thai Handwriting Dataset This dataset combines two major Thai handwriting datasets: BEST 2019 Thai Handwriting Recognition dataset (train-0000.parquet) Thai Handwritten Free Dataset by Wang (train-0001.parquet onwards) Maintainer kobkrit@iapp.co.th Dataset Description BEST 2019 Dataset Contains handwritten Thai text images along with their ground truth transcriptions. The images have been processed and standardized for machine… See the full description on the dataset page: https://huggingface.co/datasets/Korn1886/thai_handwriting_dataset.

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Thai Handwriting Dataset

This dataset combines two major Thai handwriting datasets:

  1. 1.BEST 2019 Thai Handwriting Recognition dataset (train-0000.parquet)
  2. 2.Thai Handwritten Free Dataset by Wang (train-0001.parquet onwards)

Maintainer

kobkrit@iapp.co.th

Dataset Description

BEST 2019 Dataset

Contains handwritten Thai text images along with their ground truth transcriptions. The images have been processed and standardized for machine learning tasks.

Wang Dataset

  • —Exclusively focuses on handwritten sentences in Thai language
  • —Contains 4,920 unique sentences covering various topics and themes
  • —Created from contributions by 2,026 users, ensuring diverse handwriting styles
  • —Encompasses various linguistic patterns, vocabulary, and sentence structures

Dataset Structure

The dataset is provided in parquet file format with the following columns:

  • —image: Image data (Image type)
  • —text: Ground truth transcription of the handwritten text (String)
  • —label_file: Source label file name (String)

Usage

This dataset is ideal for:

  • —Handwriting recognition
  • —Optical character recognition (OCR)
  • —Natural language processing (NLP)
  • —Language generation

Researchers, developers, and enthusiasts can utilize this dataset to:

  • —Develop and benchmark algorithms
  • —Train machine learning models
  • —Explore innovative techniques in Thai language analysis and handwriting recognition

Original Datasets

  1. 1.BEST 2019 Thai Handwriting Recognition competition: https://thailang.nectec.or.th/best/best2019-handwrittenrecognition-trainingset/
  1. 1.Thai Handwritten Free Dataset by Wang: Data Market https://www.wang.in.th/dataset/64abb3e951752d79380663c2