State-of-the-Art Object Detection with YOLO-NAS & FiftyOne

Deci AI has released a new state of the art object detection model named YOLO-NAS. This model achieves higher mean average precision than prior models running with the same latency. In this tutorial, we will show how to generate predictions with YOLO-NAS and load them into FiftyOne, an open source computer vision toolset for curating better data and building better models. The tutorial includes setup instructions, loading a dataset from the FiftyOne Dataset Zoo, generating YOLO-NAS predictions, converting bounding boxes, adding YOLO-NAS detection predictions to the dataset, evaluating the quality of object detection predictions against the "ground truth", and more.