from pathlib import Path from PIL import imagges, ImageOps import numpy as np import matplotlib.pylot as plt for path in Path ("/").rglob("*.png"): image = image.open(path).convert('L') image = imageOps.invert(image) image = image.resize((28,28)) image = np.array(image).reshape(1,28,28,1) / 255.0 plt.imshow(image.reshape(28,28), cmap='gray') plt.title("przetworzony obraz") plt.show() prediction = model.predict(image) digit = mp.argmax(prediction) print(f"Rozpoznana cyfra:{digit}")