Roadmap

Roadmap

pls ignore: work in progress

DevOps

• Rollup and Modularization
  • Allow for e.g. import @ml5/ml5-image-classifier or import @ml5/ml5-bodypix
• Node.js Support for ml5
  • Allowing to use tensorflow-node :)
• Release process knowledge sharing & streamlining
  • Teachable Machine Integration - ensure library versions are sync'd.
  • Updating the ml5 library references in the examples to the latest version
  • Batch uploading to the p5 web editor
• Testing!!!
• Uploading ml5-examples to Glitch.com
• Offline support for all models - need to check all features (I believe bodypix is the only one not currently available offline)
• Include non-minified version of ml5 on npm: https://github.com/ml5js/ml5-library/issues/205

Up for discussion

• Typescript Support

Library

Higher Priority

• Issues: general housekeeping and maintenance
• API Standardization: Ensure consistent syntax and behavior across library

Lower Priority

• Face-api:
  • add features (?): .mouthClosed, .mouthOpen, .rightEyeClosed, .leftEyeClosed
• Adding Clustering Algorithms:
  • e.g. DBScan, PCA, ISODATA
• Hand Pose Estimation
• CartoonGAN
• Universal Sentence Encoder

Examples

TBD

Design

TBD

Website

• Design & functionality makeover - Website 3.0
• Netlify CMS integration

• Make “how-to” video for adding content to m5-website

Training

TBD

Community

• Community Statement and Enforcement
• Licensing
• User's Beginner's Guide to ml5.js
• Developer's Guide to ml5.js

Notes

• Devops:
  • Public dev branch to npm: https://github.com/ml5js/ml5-library/issues/533
• Browser testing
  • https://github.com/ml5js/ml5-library/issues/194, https://github.com/ml5js/ml5-library/issues/661 // safari crashing
  • https://github.com/ml5js/ml5-library/issues/231 // hardware support list
• new features:
  • lipnet: https://github.com/ml5js/ml5-library/issues/197
  • rnnoise: https://github.com/ml5js/ml5-library/issues/239
  • wordrnn: https://github.com/ml5js/ml5-library/issues/543
• model updates and improvements:
  • pix2pix improvements: https://github.com/ml5js/ml5-library/issues/198
  • feature extractor loading models relative path: https://github.com/ml5js/ml5-library/issues/238
• Documentation:
  • new neural network class documentation updates
  • SketchRNN options documentation
  • Documentation hash routing to history mode: https://github.com/ml5js/ml5-library/issues/647
• Code of Conduct:
  • DO NOT allow people to email maintainers directly via email bombarding with requests - this would count for me as a violation of the code of conduct
  • language that expresses urgency that pressures maintainers and may otherwise be considered unprofessional: e.g. https://github.com/ml5js/ml5-library/issues/661 "matter of life and death"
  • language that indicates value judgement
  • sketchRNN options: https://github.com/ml5js/ml5-library/issues/243