Object Detection (Legacy Version)ΒΆ
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.
Note: AutoGluon ObjectDetector will be deprecated in v0.7. Please try our AutoGluon Multimodal for more functionalities and better support for your object detection need. You are recommended to switch to AutoGluon Multimodal and may check the relevant tutorials on how to use it for object detection problems.
Prepare dataset for object detection.
Quick start tutorial for object detection.