Скачать или смотреть 3 Insane Algorithms Netflix Uses to Scan BILLIONS of Frames

Netflix analyzes BILLIONS of frames from every show and movie using cutting-edge computer vision. Here's what they can do with it that you never knew about.

In this video, I break down 3 mind-blowing algorithms Netflix uses:
Match Cut Transitions - How they automatically find perfect scene transitions
Video Search - Search for "exploding car" across millions of hours of content
Scene Detection - AI that knows when a scene changes better than humans

You'll learn about instance segmentation, optical flow, embeddings, and how Netflix saves thousands of editing hours with these tools.

Sources:
https://netflixtechblog.com/building-...
https://netflixtechblog.com/detecting...
https://netflixtechblog.com/match-cut...
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TIMESTAMPS
0:00 - Intro
0:23 - Netflix's tech innovation background
1:21 - Algorithm #1: Match Cut Transitions
2:31 - Instance Segmentation
4:43 - Optical Flow for action matching
5:49 - The 5-step match cut process
7:36 - Algorithm #2: Video Search
10:27 - Algorithm #3: Scene Change Detection
11:29 - Method 1: Screenplay alignment
13:43 - Method 2: Multimodal sequential model
14:54 - Outro & credits