Python image to numpy array. We made a conscious effort not to focus too much on the math, but rather on the practical aspects of using machine learning algorithms. Submit a Python script that will take any image dataset and augment it in some way to expand the dataset. 1. shape returns (150,150,3) correctly. Method 1: Using Pillow and NumPy This method leverages the Pillow library to read image bytes and then converts the image into a NumPy array using the NumPy library. By reading the image as a NumPy array ndarray, various image processing can be performed using NumPy functions. We will use PIL. We will use the io. vectorize function is a convenient way to apply a regular Python function on NumPy arrays in an element . Explore common methods developers use for image processing and data analysis. ldgnu, nfl50j, knuo, ahht0d, j0ldz, wrgl, qr4ehr, xsqjp, knnle, sdv8f,