Pitfalls of Emotion Detection in Production – Justin Shenk, Peltarion

Lessons learned with solving facial expression recognition use cases at Intel and with a European consultancy. Introduction of deep neural network model training and tooling. Overview of deployment infrastructure and choices.

Key Takeaways

  • Don’t reinvent the wheel with data models
  • Strike a balance between test accuracy and data throughput
  • Choose the most sustainable tooling with the high performance

Add comment

Highlight option

Turn on the "highlight" option for any widget, to get an alternative styling like this. You can change the colors for highlighted widgets in the theme options. See more examples below.


Instagram has returned empty data. Please authorize your Instagram account in the plugin settings .

Ivana Kotorchevikj

Categories count color


Small ads


  • Afro-deko-mono
  • Maria d'Odessa, touching
  • Maria d'Odessa au bâton de rouge-baiser
  • Maria d'Odessa & the red lipstick
  • Maria d'Odessa, soulful.
  • Peanuts
  • Celebrating the hundredth anniversary of Charles M. Schulz
  • À propos serendipity ...
  • Les libraires

Social Widget

Collaboratively harness market-driven processes whereas resource-leveling internal or "organic" sources.