Dataset for everyday phrases and words in Indian sign language

Recent advancements in sign language recognition technology have significantly improved communication for individuals who are deaf or hard of hearing. Despite these advancements, many people who use sign language still face challenges in everyday interactions due to widespread unfamiliarity with sign language. However, new technologies have greatly enhanced our ability to recognize and interpret sign language, making communication more accessible and inclusive.

This dataset includes images of common phrases in both Indian Sign Language (ISL) and American Sign Language (ASL). The images were captured using a standard laptop webcam with a resolution of 680x480 pixels and a bit depth of 24 pixels. The dataset covers 44 different phrases, each represented by 40 images. All images are stored in PNG format. Note that this dataset includes static signs only and does not contain any dynamic sign language gestures.

近年来，手语识别技术的长足进步极大改善了聋人与听力障碍群体的沟通境况。尽管取得了上述进展，但由于社会大众普遍对手语缺乏了解，多数手语使用者在日常交流中仍面临诸多挑战。而新兴技术则大幅提升了我们识别与解读手语的能力，令跨群体沟通更具可及性与包容性。

本数据集涵盖印度手语（Indian Sign Language, ISL）与美国手语（American Sign Language, ASL）两类常见日常短语的对应图像。所有图像均通过标准笔记本电脑网络摄像头采集，分辨率为680×480像素，位深度为24像素。该数据集包含44种不同的日常短语，每种短语对应40张图像，全部以PNG格式存储。请注意，本数据集仅收录静态手语手势，未包含任何动态手语动作。

搜集汇总

背景与挑战

背景概述

该数据集是一个专注于印度手语（ISL）和美国手语（ASL）日常短语的图像集合，包含44个不同短语，每个短语由40张静态手势图像组成，总计321 MB。图像使用标准笔记本摄像头采集，分辨率为680x480像素，适用于计算机视觉和手势识别任务，但仅涵盖静态手势，不包含动态手势。