ml5js/ml5-library

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

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#686 建立於 2019年11月6日

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 (0 留言) (0 反應) (0 負責人)JavaScript (6,136 star) (905 fork)batch import
bugfeature-extractorhelp wantedknn-classification

描述

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.

貢獻者指南

技術棧
javascript
領域
machine learning
議題類型
bug
難度面向新貢獻者的預計實作難度，1 表示很小改動，5 表示專家級工作。
4
預計時間有經驗貢獻者完成調查、實作、測試並準備 pull request 的粗略時間範圍。
1-2 days
活動狀態議題目前的可參與程度：新鮮、活躍、陳舊、阻塞或等待維護者輸入。
stale
清晰度議題是否清楚說明預期改動、驗收標準和下一步。
unclear
前置要求
familiarity with ml5.jsknowledge of FeatureExtractor and KNNClassifier
新手友善度1-100 的估計分數，表示該議題對首次貢獻者的友善程度。
20
研究方向
Investigate how loading models was handled for the NeuralNetwork class (see commit history or related PRs). Look at the FeatureExtractor and KNNClassifier source files, likely in src/ directory. The issue lacks specifics, so try to reproduce the problem in the p5 web editor and identify the differences in load/save mechanisms. Check if there are any existing tests or comments about this issue.