Image Recognition Code-Along
Learn how to load and preprocess data, import a network, transfer learning, and test the network for deep learning with images.
Learn how to load and preprocess data, import a network, transfer learning, and test the network for deep learning with images.
Need a refresher? Try a free, interactive tutorial.
Import, manage, and store data for your deep learning projects with images.
What you learned: To import and prepare data for training
imageDatastore
function automatically labels the images based on folder namesEnsure the imported network and the image data are the right size to produce a highly accurate model.
What you learned: To use the network for model predictions before retraining
Modify an existing network to work with your data, so you can customize deep learning to perform your specific task.
What you learned: To prepare the model for a new task
Verify how well the model works with new data and not just the data it learned during training.
What you learned: To test all images in the validation set and evaluate how well the network trained