Fingerspelling

What it does

Learn the ABC in American Sign Language with machine learning.

Fingerspelling.xyz uses your webcam and machine learning to analyze your hand shapes so you can learn to sign the American Sign Language alphabet.

• 
  SLAIT School2023 · ▲76

  AI tutor for American Sign Language (ASL)

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  Ace ASL by SignAll2021 · ▲91

  AI-based app providing immediate feedback on signing

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  Demo project of American Sign Language classification using CoreML - narner/ASL-Classifier-Demo

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  Sign language translation with smart glassesAug 2026 · github.com · ▲26

  Hi! I have relatives that speak sign language, and always found it odd that despite unbelievable advances in AI in recent years, the problem still felt somewhat neglected. Especially with the advent of wearable tech; to my knowledge, this is the first project that integrates the meta glasses w/ fingerspelling translation software. As for the technical aspect, I trained a neural net on Google's FSboard dataset modeling a CNN + GRU temporal encoder architecture (trained with CTC), and then decoded the output with CTC beam search and a KenLM language model to solve some of the deficiencies…

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