Image Prediction ================ For classifying images based on their content, AutoGluon provides a simple `fit()` function that automatically produces high quality image classification models. A single call to `fit()` will train highly accurate neural networks on your provided image dataset, automatically leveraging accuracy-boosting techniques such as transfer learning and hyperparameter optimization on your behalf. .. container:: cards .. card:: :title: Prepare Dataset for Image Prediction :link: dataset.html Dataset preparation for Image Prediction .. card:: :title: Quick Start Using FIT :link: beginner.html Quick start tutorial for image classification. .. card:: :title: Customized Hyperparameter Search :link: hpo.html More in-depth image classification tutorial, including non-default hyperparameters and how to tune them. .. card:: :title: Use Your Own Dataset :link: kaggle.html How to participate in Kaggle image classification competitions. .. toctree:: :maxdepth: 1 :hidden: dataset beginner hpo kaggle