ml5js/ml5-library

[FeatureExtractor & KNN Classifier] Load Models support in p5 web editor

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#686 opened on Nov 6, 2019

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bugfeature-extractorhelp wantedknn-classification

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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?

  • bug / enhancement

Loading models back to the KNNClassifier and FeatureExtractor seems to create some problems in the p5 web editor. We resolved these issues in the Neuralnetwork class with a few tricks. This issue is to make sure that we are consistent about support and the mechanisms for loading and saving models.

Contributor guide

Research direction
Investigate how the NeuralNetwork class handles loading models and apply similar techniques to FeatureExtractor and KNNClassifier to ensure consistency in the p5 web editor.
Tech stack
javascript
Domain
machine learningai
Issue type
Bug
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
2
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
1-3 hours
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Active
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Clear
Prerequisites
JavaScriptp5.jsMachine Learning Basics
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
75