The present study seeks to improve the accuracy and reliability of disease identification in apple fruits and leaves through the use of state-of-the-art deep learning techniques. The research investigates several state-of-the-art architectures. such as Xception. InceptionV3. https://storeanimalwiz.shop/product-category/bird-food/