Sign Language to text or speech

[Soumya0927]

A system to assist physically impaired individuals by translating Indian Sign Language (ISL) into text or speech, enabling better communication. The proposed solution is to build a real-time detection system using computer vision and machine learning. This system would employ CNNs to recognize ISL gestures and sequence models to interpret them, converting gestures into audio or textual output. Alternatives considered include wearable devices with sensors for gesture detection or manual input-based translation apps.
@Niketkumardheeryan kindly assign this issue to me under GSSoC'24 extended and hactoberfest ' 24

[github-actions]

Thanks for creating the issue,Please read the Pinned issued first and Readme.md in each Pull Request you made. Keep learning...

[am-nimrah]

Explore existing publicly available ISL datasets that you can incorporate into your training data. Some resources to explore include:
RWTH ISL Dataset: https://www.statlearning.com/resources-second-edition
The ASLLVD 1.0 Indian Sign Language Video Dataset:

https://www.bu.edu/asllrp/av/dai-asllvd.html