Classification with deeplearning : clean start vs continue training

I trained some weights to identify apples and oranges (using YOLOv3). If I want to be able to identify peaches, which approach is usually recommended: Start clean and train the 3 classes. Train the peaches over the already-trained weights (with apples and oranges) Only train with peaches images Use all available training data (including apples…