Object Detection ==================== For detecting the presence and location of objects in images, AutoGluon provides a simple `fit()` function that automatically produces high quality object detection 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 Object Detector :link: dataset.html Prepare dataset for object detection. .. card:: :title: Quick Start Using FIT :link: beginner.html Quick start tutorial for object detection. .. toctree:: :maxdepth: 1 :hidden: dataset beginner