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Learn AI with Python · Lesson

Image Classification Project

Building a basic CNN model.

1

Image Classification Project

In this project, we will build a simple CNN to classify images into categories. Image classification involves predicting the category or label of an input image.

Image Classification Project — illustration 1

2

Dataset for Classification

We will use the CIFAR-10 dataset, which consists of 60,000 images in 10 categories such as airplanes, cars, birds, and cats. Each image is 32×32 pixels and has 3 color channels (RGB).

All lessons in this course

  1. What is Image Data?
  2. Image Processing with OpenCV
  3. Convolutional Neural Networks (CNN)
  4. Image Classification Project
  5. Data Augmentation Techniques
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