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# Load the image img_path = "A51A0007.jpg" img = Image.open(img_path).convert('RGB')

import tensorflow as tf from tensorflow import keras from PIL import Image import numpy as np A51A0007 jpg

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

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

# Load a pre-trained model (example: VGG16) model = keras.applications.VGG16(weights='imagenet', include_top=False, input_shape=(224, 224, 3))