EPISODE · Sep 30, 2024 · 10 MIN
Building video classifiers with vision language models and active learning [Netflix]
from Snacks Weekly on Data Science · host Pan Wu
In this episode, we will explore the challenge Netflix faces in building machine learning models for video understanding. We will examine Netflix’s solution—a self-service system with active learning that empowers video experts to participate in creating and refining machine learning classifiers through a streamlined, three-step process. For more details, you can refer to their published tech blog, linked here for your reference: https://netflixtechblog.com/video-annotator-building-video-classifiers-using-vision-language-models-and-active-learning-8ebdda0b2db4
What this episode covers
In this episode, we will explore the challenge Netflix faces in building machine learning models for video understanding. We will examine Netflix’s solution—a self-service system with active learning that empowers video experts to participate in creating and refining machine learning classifiers through a streamlined, three-step process. For more details, you can refer to their published tech blog, linked here for your reference: https://netflixtechblog.com/video-annotator-building-video-classifiers-using-vision-language-models-and-active-learning-8ebdda0b2db4
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Building video classifiers with vision language models and active learning [Netflix]
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