3 Insane Algorithms Netflix Uses to Scan BILLIONS of Frames скачать в хорошем качестве

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... Edited by Hizakari: https://hizakari.com/ --- MY 12K+ DISCORD 💬   / discord   CONNECT WITH ME ON SOCIAL 📸 Instagram:   / lewismenelaws   🎚TikTok:   / lewismenelaws   🐣 Twitter:   / lewismenelaws   My gear 💻 https://liinks.co/lewismenelaws --- 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