Deep Learning2 👔 fashionMNIST Classifier before building a classification model ① check the version & load fashionMNIST data & load the training, test split of the fashionMNIST dataset : fashionMNIST dataset is a collection of grayscale 28x28 pixel clothing images. Each image is associated with a label as shown in this table import tensorflow as tf print(tf.__version__) #2.15.0 # Load the Fashion MNIST dataset fmnist = tf.keras.dataset.. Deep Learning/Experiments 2024. 1. 15. C1W2 - Logistic Regression as a Neural Network 1. Binary Classification ★ Logistic Regression is an algorithm for binary classification ex) an input of an image(represented in 3 RGB matrices: 3 x 64 x 64; if 64 x 64 pixels) → output 1 (cat) vs 0 (non cat) ★ in binary classification, our goal is to learn a classifier(x → y), to predict whether this is a cat image or non-cat image(whether y is 1 or 0) ★ Notation: ① A single training example is.. Deep Learning/Fundamentals 2023. 9. 6. 이전 1 다음
