#11 How Pinterest fights harmful content with Machine Learning.
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Table of contents Introduction Batch model Online model Introduction This week I have came across an interesting architecture from Pinterest to fight abuse [1]. Pins (read: a collection of pictures) with similar images are grouped together and uniquely defined by an hash signature. Then, machine learning models generate scores for each image-signature to classify if a a given group of Pins is abusive or not.
#11 How Pinterest fights harmful content with Machine Learning.
#11 How Pinterest fights harmful content with…
#11 How Pinterest fights harmful content with Machine Learning.
Table of contents Introduction Batch model Online model Introduction This week I have came across an interesting architecture from Pinterest to fight abuse [1]. Pins (read: a collection of pictures) with similar images are grouped together and uniquely defined by an hash signature. Then, machine learning models generate scores for each image-signature to classify if a a given group of Pins is abusive or not.