ml5js/ml5-library

[teachable machine] Support Pose Model classification

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#678 opened on Nov 5, 2019

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 (6 comments) (0 reactions) (0 assignees)JavaScript (6,136 stars) (905 forks)batch import
feature requesthelp wantedposenet

Description

Dear ml5 community,

I'm submitting a new issue. Please see the details below.

→ Step 1: Describe the issue 📝

Did you find a bug? Want to suggest an idea for feature?

  • feature request

Making a note to add support for the new teachable machine Pose model classifier.

One thing I'm curious to get feedback on is:

  1. Should this be more like: ml5.poseNet(teachMachineModelUrl) or ml5.imageClassifier(teachMachineModelUrl) or
  2. ml5.KNNClassifier(teachMachineModelUrl)

cc/ @irealva @shiffman @yining1023

Contributor guide

Tech stack
javascripttensorflow
Domain
frontendmachine learning
Issue type
feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
3
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
3-5 days
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
stale
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
mostly clear
Prerequisites
Basic JavaScriptTensorFlow.js conceptsml5 library API
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
20
Research direction
Investigate the teachable machine Pose model format and existing ml5 API patterns for imageClassifier and KNNClassifier. Review comments from maintainers regarding the desired API. Consider how to integrate with ml5's existing model loading infrastructure.
[teachable machine] Support Pose Model classification · ml5js/ml5-library#678 | Good First Issue