One Shot Learning, Siamese Networks, Relation Network, Meta Learning.
animal if he sees one again. However, this is a bit more tricky when it comes to computationnally model it. We can see an other the utility of one-shot learning where we won’t have to retrain the model in case the number of possible classes changes. To do so, some people tackled the problem using