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capstone_2022

cs271p-final-project

This study analyzed family group photos from FIW (Families In the Wild), attempting to identify kinships between individuals with Convolutional Neural Networks. We extracted 68 feature points from the face thumbnails of each individual, mapped image data to the Euclidean space with FaceNet, and determined the similarity between every pair of faces. The neural network will connect the similarity of face pairs with their kinship labels and perform a multi-class classification on the test data.

cs273

One area of focus is the study of negative online behaviors, like toxic comments (i.e. comments that are rude, disrespectful or otherwise likely to make someone leave a discussion). Our job in this project focuses on identifying toxic comments that may be considered profane, vulgar, or offensive.