Navigating the Unsupervised Learning Landscape – Intuition Machine – Medium

Unsupervised learning is the Holy Grail of Deep Learning. The goal of unsupervised learning is to create general systems that can be trained with little data. Today Deep Learning models are trained on large supervised datasets. Meaning that for each data, there is a corresponding label. In the case of the popular ImageNet dataset, there are 1M images labeled by humans.