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11,067 products · 19,805 snapshots
Signspell

Signspell

Real-time ASL alphabet recognition in py ,pip install and go

Launched 1mo agoProduct Hunt Website
Votes
79
Comments
10

What this means

2.5×Growing 2.5× faster than the typical Education launch.
Compared to 5 Education launches at the same age.
20Founder Conviction Index: 20 — low signal.
Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.

Prediction

Top-5 finish probability
27%
today
Projected end-of-day votes
79range 59–107
Trajectory
stable
Vote pace holding steady.
Speed vs peers
2.5×
5 Education launches

About

Signspell is an open-source Python package that recognises the American Sign Language fingerspelling alphabet live from your webcam. It works as both a command-line tool and an importable library. Install it, run one command, and start signing letters that appear on screen.Built with MediaPipe hand tracking and an LSTM model, it runs smoothly on an ordinary laptop CPU, no GPU required. MIT licensed and built for developers, students, and educators curious about computer vision and accessibility.

AI Summary

Signspell is an open-source Python package that enables real-time recognition of the American Sign Language fingerspelling alphabet using a webcam. It is designed for ease of use with a command-line interface and requires no GPU for operation.

Vote & comment velocity

Scores

Velocity2.0
Vote pace vs avg
Momentum2.0
Sustained over 6h
Virality6.9
Spread × engagement
Engagement25.3
Comments per vote

Founders

Sundar Balamurugan
@sundar_balamurugan
rep 29
Sundar Balamurugan
@sundar_balamurugan · hunter

Topics

EducationGitHubWebcamOpen Source