hasin023/signall-dataset

SignAll Dataset

Dataset Summary

The SignAll Dataset is a small dataset designed for sign language recognition. It consists of labeled images representing individual signs in American Sign Language (ASL). Each image is paired with a corresponding text label, making it suitable for image classification and sign language recognition tasks.

Dataset Structure

The dataset is organized into three splits:

Split	Number of Examples
Train	3
Test	1
Validation	1

Each example consists of:

• An image of a hand sign.
• A text label representing the corresponding ASL sign.

Dataset Details

• License: MIT
• Languages: English (text labels), Visual (images of signs)
• Tags: Education, Sign Language, ASL

Data Fields

• image: An image file representing a hand sign.
• text: A string indicating the corresponding ASL letter.

Usage

This dataset can be used for:

• Sign language recognition: Training machine learning models to recognize ASL hand signs.
• Computer vision research: Developing image classification techniques.
• Educational purposes: Teaching and demonstrating ASL recognition.

Example Usage

from datasets import load_dataset

dataset = load_dataset("hasin023/signall-dataset")
image, label = dataset["train"][0]["image"], dataset["train"][0]["text"]

print("Label:", label)
image.show()