Fine-tuning
technique
Fine-tuning means taking a model that already learned general patterns and training it more on your own photos. It is how a general vision model becomes good at a specific store’s products without starting from zero.
For engineers: continued training of a pretrained backbone on domain data, usually at a lower learning rate.