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import tensorflow as tf from tensorflow import keras from PIL import Image import numpy as np

# Resize the image img = img.resize((224, 224)) # Assuming a 224x224 input for a model like VGG16 A51A0007 jpg

# Expand dimensions for batch feeding img_array = np.expand_dims(img_array, axis=0) import tensorflow as tf from tensorflow import keras

# Extract features features = model.predict(img_array) A51A0007 jpg