Streamlit, Python, Scikit Learn, Image Processing, Linear Algebra.
plt.imshow(gray_face, cmap="gray") plt.title("Grayscale image") plt.show() Grayscale image of a face Now, let’s instantiate our TruncatedSVDobject to handle the decomposition logic seamlessly. k = 100 # We define k (number of components) svd = TruncatedSVD(n_components=k) svd.fit(gray_face) U, S, V