--- description: Learn about BaseDataset in Ultralytics YOLO, a flexible dataset class for object detection. Maximize your YOLO performance with custom datasets. keywords: BaseDataset, Ultralytics YOLO, object detection, real-world applications, documentation --- ## BaseDataset --- ### ::: ultralytics.yolo.data.base.BaseDataset