AlvaroVasquezAI/Animal_Image_Classification ? reverse-engineered prompt

Build me a simple animal image classifier that can tell cats, dogs, and snakes apart from a photo.

I want it to use transfer learning with a pre trained ResNet50 model, and I’d like a clean little desktop app where I can pick an image from my computer and instantly see the predicted animal along with a confidence score. Please include the full training workflow too, with image preprocessing, data augmentation, training, validation, and a final evaluation with accuracy, confusion matrix, and a classification report. If it helps, organize it so I can run the training in a notebook and then launch the app to test images afterward.

Keep it user friendly and straightforward, since this is meant to be easy to use and easy to understand. If you need to check the latest TensorFlow or Tkinter docs while building it, go ahead and look them up online.