Using CNN to build a sneaker authenticator: Image Preprocessing and Modeling (3/3)

<p>Next, we look at image preprocessing. Because of how accurate the replicas have become, the details in sneaker authentication are particularly important, such as the shade of color, size of logos, and shape/silhouette of the sneaker.</p> <h1>IMAGE PREPROCESSING</h1> <p>Because of this, the decision was made to make sure the images were kept colored (RGB) and the aspect ratio was maintained in resizing. We went on to pad and center the images, scale and convert the images into a format suitable to be fed into the model.</p> <p><a href="https://kennylimyx.medium.com/using-cnn-to-build-a-sneaker-authenticator-image-preprocessing-and-modeling-3-3-68d18f79d7dd"><strong>Click Here</strong></a></p>