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Deep Clustering for Unsupervised Learning of Visual Features
DeepCluster is a classic self-supervised clustering-based representation learning algorithm that iteratively groups image features and uses the cluster assignments as pseudo-labels to train the network. In each round, features produced by the network are clustered (e.g. k-means), and the cluster IDs become supervision targets in the next epoch, encouraging the model to refine its representation to better separate semantic groups. This alternating “cluster & train” scheme helps the model...
The app consists of a client, server and web app. orinoco is a remote job scheduler, that was conceived at the coffee house orinco. It is being used a ruby/ruby on rail learning project.
features:
- start, stop, restart, logging, scheduling, loggin