MLOps.community Racing the Playhead: Real-time Model Inference in a Video Streaming Environment // Brannon Dorsey // Coffee Sessions #98
May 12, 2022
Chapters
Transcript
Episode notes
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
Introduction
00:00 • 3min
I'll Take All the Good Ones, but I Will Try My Best
03:18 • 2min
Runway Video Editor - The Coolest Product in the World?
05:44 • 5min
The Vision for Vedio Editor
10:41 • 6min
The Engineering Challenges of Machine Learning on Video
16:24 • 4min
The Challenges of Working With Video at Scale
19:55 • 3min
The Input to a Tenser Flor Model
23:12 • 2min
Video Editing - Is the Web a Good Medium for Collaboration?
24:57 • 4min
Scaling Machine Learning to Seven Billion People
29:19 • 2min
Coubernettes
31:43 • 5min
Keeping Workloads Out of the Cluster
36:33 • 3min
Code Authoring and Engineering Practices
39:24 • 4min
How Did You Become a Computer Scientist?
42:59 • 5min
How Do I Use Runway?
47:51 • 5min
Machine Learning
52:32 • 5min