In previous studies, researchers have determined the classification of fruit ripeness using feature descriptor color features (RGB, GSL, HSV, and L * a b *). However, performance from experimental results obtained still yields that are less than maximum, viz maximal accuracy is only 76%. Today, transfer learning techniques been applied successfully in many real-world applications. For this reas...