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what is sealwork fr?

yogendrarau/sealwork — explained in plain English

Analysis updated 2026-07-24

0HTMLAudience · generalComplexity · 2/5Setup · easy

tl;dr

Sealwork is a browser game that uses your webcam to track hand signs from Naruto. You form signs to cast spells in practice or duel modes, with all processing done locally on your laptop.

vibe map

mindmap
  root((repo))
    What it does
      Webcam hand tracking
      Naruto sign recognition
      Practice and duel modes
      Browser-based gameplay
    How it works
      21 points per hand
      Geometric position tracking
      Small ML model
      13th category for transitions
    Privacy
      Runs in browser only
      Camera feed never uploaded
    Use cases
      Practice signs against clock
      Real-time duels
      Learn hand sign accuracy
    Audience
      Anime fans
      Casual gamers
      ML beginners

Code map

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what do people make with this?

VIBE 1

Practice Naruto hand signs against the clock to improve speed and accuracy.

VIBE 2

Duel another player in real time by forming signs faster than your opponent.

VIBE 3

Cast virtual jutsu spells by completing sequences of hand signs correctly.

VIBE 4

Experiment with a lightweight hand-gesture recognition model that runs in the browser.

what's the stack?

HTMLJavaScriptMachine LearningWebcam API

how it stacks up fr

yogendrarau/sealwork100/rutgers-pbl-dining-2015a15n/a15n_old
Stars0
LanguageHTMLHTMLHTML
Last pushed2015-12-012016-06-18
MaintenanceDormantDormant
Setup difficultyeasyeasyeasy
Complexity2/51/51/5
Audiencegeneralgeneralgeneral

Figures from each repo's GitHub metadata at analysis time.

how do i run it?

Difficulty · easy time til it works · 5min

Runs entirely in the browser with no external dependencies, just open it and grant webcam access.

No license information was provided, so default copyright restrictions apply.

in plain english

Sealwork is a web-based game where you use your computer's webcam to perform hand signs from the anime series Naruto. The game tracks your hand movements to recognize the 12 specific signs, allowing you to cast virtual spells called jutsu. You can practice these signs against the clock or duel another player in real time. The faster and more accurately you form the signs, the faster your attacks will be. Making a mistake during a sequence ruins the spell. The game runs entirely in your web browser, meaning your camera feed never leaves your computer. Instead of looking at raw video, the system tracks the geometric positions of your hands using 21 points per hand. This geometric data is fed into a small machine learning model that classifies the signs. Because it relies on geometry rather than video pixels, the model is tiny and runs quickly on any standard laptop processor. The system also includes a 13th category for transitions, handling the moments when your hands are moving between signs to prevent accidental triggers. The creator trained the model using a strict evaluation method to avoid inflated accuracy scores

prompts (copy fr)

prompt 1
Help me understand how Sealwork tracks hand signs using 21 geometric points per hand instead of raw video pixels, and why that makes the model small and fast.
prompt 2
I want to add a new hand sign to Sealwork. Walk me through how the 13-category classification model works and what data I would need to collect to train a 14th sign.
prompt 3
Explain how Sealwork handles the transition state between signs to prevent accidental triggers, and help me tune the timing threshold so signs register more reliably.
prompt 4
I want to modify Sealwork's duel mode to support three players instead of two. Help me understand the real-time game loop and where to add a third player's webcam input.

Frequently asked questions

what is sealwork fr?

Sealwork is a browser game that uses your webcam to track hand signs from Naruto. You form signs to cast spells in practice or duel modes, with all processing done locally on your laptop.

What language is sealwork written in?

Mainly HTML. The stack also includes HTML, JavaScript, Machine Learning.

What license does sealwork use?

No license information was provided, so default copyright restrictions apply.

How hard is sealwork to set up?

Setup difficulty is rated easy, with roughly 5min to a first successful run.

Who is sealwork for?

Mainly general.

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