Upgrade to Pro — share decks privately, control downloads, hide ads and more …
Sign up for free

AI + JavaScript Rocks @ GDGDevFest UA 2018

Sponsored · Ship Features Fearlessly Turn features on and off without deploys. Used by thousands of Ruby developers. →
Avatar for Asim Hussain Asim Hussain
October 10, 2018
Technology
67
0

AI + JavaScript Rocks @ GDGDevFest UA 2018

Avatar for Asim Hussain

Asim Hussain

October 10, 2018

More Decks by Asim Hussain

See All by Asim Hussain
JavaScript Saves The World - DotJS 2019
Avatar for Asim Hussain jawache
0
930
Saving the world, one line at a time [CodeLeaders Australia 2019]
Avatar for Asim Hussain jawache
0
100
YGLF_2019.pdf
Avatar for Asim Hussain jawache
1
170
How to hack a web app? WebConfAsia 2018
Avatar for Asim Hussain jawache
0
110
How to scale an SPA? @ AmsterdamJS 2018
Avatar for Asim Hussain jawache
0
49
How to hack an Angular app? - ngConf 2018
Avatar for Asim Hussain jawache
0
1k
Getting started with node.js @ AngleBrackets 2018
Avatar for Asim Hussain jawache
1
190
How to hack an Angular app? @ ngVikings 2018
Avatar for Asim Hussain jawache
1
1.1k
How to hack a python app? @ PyCaribbean 2018
Avatar for Asim Hussain jawache
0
190

Other Decks in Technology

See All in Technology
僕のハーネスを紹介します
Avatar for watany watany
5
1.4k
【データ横丁主催】AI エージェント時代のTranslytical Data Platform
Avatar for KoheiOgawa shisyu_gaku
0
250
古い指輪から広がった JAVA コミュニティ とのつながり
Avatar for Daisuke Yamazaki yamad
0
140
Code for Security プロジェクト紹介 2026年10月
Avatar for Yuki Kawabe yu23ki14
0
120
JAWS-UGグッズ職人仕事の流儀
Avatar for Hiroo Katoh kentapapa
0
140
Tofu-Controller lightning talk @ Containerday 2026
Avatar for Giovanni Toraldo gionn
0
190
局所最適は悪ではない。壊れているのは指標です。量と質を同時に見る先行指標の設計
Avatar for Recruit recruitengineers
PRO
2
430
その Valkey 使いこなしていますか？
Avatar for Takafumi ONAKA onk
PRO
5
1.9k
AI × アーキテクト 第1・2章｜生成AIの課題とアーキテクトの素養
Avatar for Daisuke Motoki daidaidai
1
230
VLA-JEPA: Enhancing Vision-Language-Action Models with Latent World Models
Avatar for Takuya MINAGAWA takmin
0
160
sue445's proposals 2026
Avatar for sue445 sue445
0
130
国際カードブランドルール変更に伴うクレジットカード決済取引仕様変更について
Avatar for Keiichi Nomura k1style
0
160

Featured

See All Featured
Have SEOs Ruined the Internet? - User Awareness of SEO in 2025
Avatar for Akash Hashmi akashhashmi
0
530
Ten Tips & Tricks for a 🌱 transition
Avatar for Manu Carrasco Molina stuffmc
1
270
The SEO Collaboration Effect
Avatar for Kristina Bergwall kristinabergwall1
1
600
Exploring anti-patterns in Rails
Avatar for Elle Meredith aemeredith
4
540
It's Worth the Effort
Avatar for 3n 3n
188
29k
Bootstrapping a Software Product
Avatar for Garrett Dimon garrettdimon
PRO
306
120k
Code Reviewing Like a Champion
Avatar for maltzj maltzj
529
40k
Git: the NoSQL Database
Avatar for Brandon Keepers bkeepers
PRO
433
67k
The AI Search Optimization Roadmap by Aleyda Solis
Avatar for Aleyda Solis aleyda
2
6.3k
Evolving SEO for Evolving Search Engines
Avatar for Ryan Jones ryanjones
0
330
The MySQL Ecosystem @ GitHub 2015
Avatar for Sam Lambert samlambert
251
13k
VelocityConf: Rendering Performance Case Studies
Avatar for Addy Osmani addyosmani
331
25k

Transcript

  1. None

  2. How to AI in JS? Asim Hussain Developer Advocate Microsoft

    AI JavaScript Rocks

  3. Asim Hussain @jawache codecraft.tv microsoft.com

  4. https://aka.ms/jawache-cda @jawache

  5. @jawache

  6. Asim Web Development Machine Learning This is @EleanorHaproff's slide

  7. None

  8. Opinion @jawache

  9. TheMojifier™ @jawache

  10. None

  11. @jawache

  12. Calculate Emotion @jawache

  13. https://towardsdatascience.com/facial-keypoints-detection-deep-learning-737547f73515

  14. Use an Artificial Neural Network @jawache

  15. Artificial Neural Networks Axon Dendrites Axons Body @jawache

  16. Artificial Neural Networks 1 23 8.6 -0.5 2.1 Activation Function

    @jawache

  17. Artificial Neural Networks 1 23 8.6 -0.5 2.1 x x

    activation(...) = -11.5 = 18.06 7.01 !-> !-> } @jawache

  18. Output 0 0 1 Input Artificial Neural Networks @jawache

  19. Output 0 -1 1 Input Artificial Neural Networks TanH @jawache

  20. Output 0 0 1 Input Artificial Neural Networks Relu @jawache

  21. Artificial Neural Networks 1.1 4.2 0.3 4 12 93 3

    @jawache

  22. Artificial Neural Networks 1.1 4.2 0.3 4 12 93 3

    - 8 = -5 @jawache

  23. Artificial Neural Networks 1.1 4.2 0.3 4 12 93 3

    - 8 = -5 @jawache

  24. Artificial Neural Networks 0.1 9.2 0.2 4 12 93 8

    @jawache

  25. @jawache https://azure.microsoft.com/services/cognitive-services/face/

  26. https:!//<region>.api.cognitive.microsoft.com/face/v1.0/detect { "url": "<path-to-image>" } @jawache

  27. @jawache

  28. Summary @jawache

  29. • Neural Networks are incredibly powerful • Conceptually, they are

    simple to understand @jawache Summary

  30. TensorFlow, MobileNet & I'm fine @jawache

  31. @jawache

  32. @jawache

  33. @jawache

  34. TensorFlow.js @jawache

  35. TensorFlow.js Train models Load pre-trained models @jawache

  36. https://github.com/tensorflow/tfjs-models @jawache MobileNet

  37. https://azure.microsoft.com/services/cognitive-services/computer-vision/ @jawache

  38. https://codepen.io/sdras/full/jawPGa/ @jawache

  39. @jawache https://twitter.com/ollee/status/930303340516216832

  40. @jawache https://twitter.com/FrontendNE/status/930120267992616960

  41. @jawache https://twitter.com/chrispiecom/status/930407801402347520

  42. Summary @jawache

  43. • TensorFlow.js doesn't have any dependancies • MobileNet is a

    simple way to analyse images • Azure Computer Vision API ❤ @jawache Summary

  44. Image2Image @jawache

  45. DEMO @jawache https://zaidalyafeai.github.io/pix2pix/cats.html

  46. @jawache Generator Discriminator ✅ ❌

  47. @jawache Generator Discriminator ✅ ❌

  48. @jawache Generator Discriminator ✅ ✅

  49. @jawache

  50. @jawache

  51. @jawache

  52. @jawache https://github.com/NVIDIA/vid2vid

  53. @jawache https://github.com/NVIDIA/vid2vid

  54. @jawache https://github.com/NVIDIA/vid2vid

  55. https://github.com/NVIDIA/vid2vid @jawache

  56. @jawache https://github.com/hanzhanggit/StackGAN

  57. Summary @jawache

  58. • GANs learn to generate new images • They take

    a lot of compute to train • But the generator model can be run in the browser @jawache Summary

  59. @jawache aka.ms/mojifier

  60. @jawache themojifer.com

  61. Tero Parviainen creative.ai Music and AI in the Browser with

    TensorFlow.js and Magenta.js

  62. Thoughts @jawache

  63. Asim Hussain @jawache codecraft.tv microsoft.com