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hand3000
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Currently an experimental and rudimentary decorator for TensorFlow's Handpose.
TensorFlow's handpose only outputs a set of points described by x, y, z coordinates. This little experimental "decorator" just evaluates these points and decorates the output of estimateHands
with values such as distance
, spread
, roll
, pitch
, isFist
. If you have any additions, suggestions, please feel free to make a PR!
Value | Description |
---|---|
distance | An estimate of the hand distance from the camera. Basically a measurement between 2 of the "static" points in the model |
spread | An average calculation of the distance between fingertips |
roll | Like how an airplane moves, roll is the rotation in the x-axis |
pitch | Like how an airplane moves, pitch is the rotation in the z-axis |
isFist | Not glamorously named, but it is what it says. A rough estimation IF a user's hand is closed |
isPointing | Coming soon |
yarn add hand3000
or npm i hand3000
import * as handpose from '@tensorflow-models/handpose';
import DecorateHand from 'hand3000';
// Initialize tensorflow as usual
const model = await handpose.load();
// Feed the model into Hand3000
DecorateHand(model);
// This just tweaks the estimateHand methods and adds
// above computed values in the return of estimateHands
const predictions = await model.estimateHands(source);
FAQs
An experimental and rudimentary decorator for TensorFlow's Handpose
The npm package hand3000 receives a total of 0 weekly downloads. As such, hand3000 popularity was classified as not popular.
We found that hand3000 demonstrated a not healthy version release cadence and project activity because the last version was released a year ago. It has 1 open source maintainer collaborating on the project.
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