December 2018
Intermediate to advanced
764 pages
18h 18m
English
book
Python: Advanced Guide to Artificial Intelligence
by Giuseppe Bonaccorso, Armando Fandango, Rajalingappaa Shanmugamani
Content preview from Python: Advanced Guide to Artificial Intelligence
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Face clustering
Face clustering is the process of grouping images of the same person together for albums. The embeddings of faces can be extracted, and a clustering algorithm such as K-means can be used to club the faces of the same person together. TensorFlow provides an API called tf.contrib.learn.KmeansClustering for the K-means algorithm. The K-means algorithm groups the data points together. With the help of this K-means algorithm, the embeddings of an album can be extracted and the faces of individuals can be found together, or in other words, clustered together.
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