quangkhai5122/ASL_Pytorch
This is a PyTorch implementation for isolated ASL word recognition on Kaggle's GISLR dataset, including an inference demo that turns a stream of recognized words into a simple sentence via Google Generative AI (Gemini).
This project helps people who use or are learning American Sign Language (ASL) by recognizing individual ASL words from video input, like a webcam feed. It processes your hand and body movements and outputs recognized ASL words. Then, it organizes these words into a simple, understandable sentence, making it useful for real-time translation or communication assistance.
Use this if you need to translate isolated ASL signs into written English sentences in real-time, for personal use or communication support.
Not ideal if you need to interpret continuous, fluid ASL conversations or complex grammatical structures beyond simple sentences.
Stars
8
Forks
1
Language
Python
License
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Category
Last pushed
Mar 07, 2026
Commits (30d)
0
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