| from PIL import Image | |
| import numpy as np | |
| IMAGE_SIZE = (224, 224) | |
| def preprocess_image(image: Image.Image): | |
| image = image.convert("RGB") | |
| image = image.resize(IMAGE_SIZE) | |
| image = np.asarray(image).astype("float32") | |
| image /= 255.0 | |
| image = np.expand_dims(image, axis=0) | |
| return image |