~/talk

AI + JavaScript Rocks

Talkat FrontEnd Con 2018 · 2018-12-04..12-05· [javascript, machine-learning]
slides:none on file

Shows concrete, working demos: a Slack bot “MojoFire” that posts emoji by calling an emotion API after detecting facial landmarks, an in‑browser classifier using TensorFlow.js and MobileNet to label Unsplash images, and a sketch-to-photo generator built with GAN image-to-image that exports a ~13 MB generator to run in the browser. Explains emotion detection as facial keypoints + a tiny neural net trained with backprop, contrasts local models with the Azure Computer Vision API, and demos what does and doesn’t work.

AI-written summary · about

  1. 0:00Start
  2. 6:56How to Calculate Emotion?
  3. 7:14(1) Detect Facial Features
  4. 7:44(2) Use a Neural Network
  5. 37:40Thoughts
~/search
type to search 6,249 conferences, 138,987 speakers and 185,172 talks
~/help
cmdctrl k
search every conference, speaker and series
/
focus the filter search
h
home
c
conferences
s
speakers
e
series
t
light / dark — the status bar button does the same
?
this help
esc
close this, then clear every filter — or just the search, while you are typing in it

Ignored while you are typing. Pages without a filter rail have no search to focus.