[driftwheeler]

Melondream is an Android app that uses a neural network to cluster erotica. It enables the user to search for variations on a concept he enjoys, by pressing the corresponding part of an image.

The network is trained in a totally unsupervised way-- there are no labels and no transfer learning. Clustering happens naturally because (1) the network is purely convolutional, and (2) the network is forced to produce short encodings of image content.

To reduce the training loss, the network must recognize and encode recurring patterns: girl on the beach, girl in the forest, girl with legs spread, girl on knees, girl wearing panties, etc.

Free for all, enjoy.