README.md

metadata

dataset_info:
  features:
    - name: image
      dtype: image
    - name: label
      dtype:
        class_label:
          names:
            '0': '0'
            '1': '1'
            '2': '2'
            '3': '3'
            '4': '4'
            '5': '5'
            '6': '7'
            '7': '8'
            '8': '9'
            '9': a
            '10': b
            '11': c
            '12': confused
            '13': d
            '14': e
            '15': f
            '16': g
            '17': ganesh
            '18': hi
            '19': k
            '20': l
            '21': like
            '22': m
            '23': man
            '24': 'n'
            '25': p
            '26': q
            '27': r
            '28': s
            '29': scared
            '30': study
            '31': t
            '32': u
            '33': understand
            '34': v
            '35': w
            '36': woman
            '37': work
            '38': x
            '39': 'y'
            '40': z
  splits:
    - name: train
      num_bytes: 46827803.8
      num_examples: 28600
  download_size: 77981568
  dataset_size: 46827803.8
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
license: mit
task_categories:
  - image-classification
language:
  - hi
tags:
  - ai_for_good
  - sign_language
  - indian_sign_language
pretty_name: ISLAR-Dataset
size_categories:
  - 10K<n<100K

Dataset Card for Indian Sign Language Recognition

Indian Sign Language Recognition Dataset. 🇮🇳

Dataset Details

Dataset Description

Approximately 30K images for Indian Sign Language Recognition.

• Curated by: Akshay Bahadur
• License: MIT

Capturing your own Dataset

• Hand Gestures:
  • For capturing new hand gestures, run the file capture_hand_gestures.py
  • Enter the gesture number to begin capturing the set of photos for that gesture
  • A new folder with the gesture number (suppose 0) will be created under the folder gestures

Technical Paper

• Performance Analysis of Machine Learning Models for Kannada Sign Language Recognition

Citation

@misc{ISLAR,
  author = {akshaybahadur21},
  title = {ISLAR},
  year = {2024},
  publisher = {akshaybahadur21},
  journal = {Hugging Face repository},
  howpublished = {\url{https://huggingface.co/datasets/akshaybahadur21/ISLAR/}}
}

Made with ❤️ and 🦙 by Akshay Bahadur