https://ai-blog.noorshomelab.dev/tags/cnn/Recent content in CNN on AI VOIDHugoenSun, 26 Oct 2025 00:00:00 +0000https://ai-blog.noorshomelab.dev/tensorflow-guide/guided-project-1-image-classification-with-cnns/Sun, 26 Oct 2025 00:00:00 +0000https://ai-blog.noorshomelab.dev/tensorflow-guide/guided-project-1-image-classification-with-cnns/<h2 id="7-guided-project-1-image-classification-with-cnns">7. Guided Project 1: Image Classification with CNNs</h2> <p>This project will guide you through building a Convolutional Neural Network (CNN) to classify images from the CIFAR-10 dataset. CIFAR-10 consists of 60,000 32x32 color images in 10 classes (e.g., airplane, automobile, bird, cat). This project will solidify your understanding of data pipelines, model building with Keras, and training strategies.</p> <h3 id="project-objective">Project Objective</h3> <p>Build and train a CNN model capable of classifying CIFAR-10 images with reasonable accuracy.</p>