Incremental Learning is an AI technique that allows models to continuously learn from new data without retraining from scratch. Instead of training the model on the entire dataset, Incremental Learning updates the model using newly available data. This approach is efficient for handling evolving data and adapting to changing environments.
One-Shot learning is an AI approach that enables models to learn from only one or a few examples. This approach is advantageous in tasks…