I am currently working on a project aimed at real-time conversion between audio/text and Indian Sign Language (ISL), utilizing 3D character animation. However, I am encountering challenges in two key areas:

Dataset for Indian Sign Language: I am in need of a comprehensive dataset specifically tailored for Indian Sign Language. Most available datasets seem to focus on other sign languages. Could someone please advise on where I can find or how I can create a dataset suitable for ISL?

Tool for Dataset Creation: Given the necessity to develop my own dataset, I am uncertain about which tools or software would be best suited for capturing and annotating sign language gestures effectively. I require a tool capable of assisting in the collection and annotation process to train a 3D character animation model.

I would greatly appreciate any recommendations or guidance on suitable datasets and tools for these tasks. Thank you very much for your assistance!

Searching for Existing Datasets: I have extensively searched online repositories, academic databases, and specialized repositories for sign language datasets, focusing on Indian Sign Language (ISL). However, most datasets available are for other sign languages or are not comprehensive enough for my project’s requirements.

Exploring Dataset Creation Methods: I have looked into methodologies for creating custom datasets, including techniques for data collection, annotation tools, and methods for ensuring data quality and relevance to ISL.

Iam expecting:
Dataset Expectations: I was hoping to find a publicly available dataset specifically for Indian Sign Language that includes a diverse range of gestures and expressions. Ideally, this dataset would be suitable for training a 3D character animation model for real-time conversion from audio/text to ISL.

Tool Expectations: I expected to identify a tool or software that simplifies the process of capturing and annotating sign language gestures effectively. This tool should facilitate the creation of a robust dataset that meets the requirements of my project.