CSSA ML Workshop: Machine Learning on the Edge

The student org I used to be a part of (the Cognitive Science Student Association) asked me to lead a workshop on machine learning at their annual conference. The following are the slides and tutorial I presented. Most of my talk consisted of live coding a simple ML application in the browser using tensorflowjs and glitch.

Together, we made a mock version of "Rainforest Connection", an app that's fighting climate change and protecting rainforests through mobile audio classification.

• Slides
• Workshop: Web Rainforest Connection
  • Inspiration: rfcx.org
  • Resources
    • TFJS Github Project
    • TFJS API Reference
    • Yamnet Model source
    • Yamnet on TFHub: trained, optimized models
  • Part 1: Deployment
    • reference solution
  • Part 2: Model optimization ( time permitting)
    • reference solution ( documentation to come later)

Talk participants (or otherwise), feel free to reach out to me with questions or comments.