The GOT-10k dataset contains more than 10,000 video segments of real-world moving objects and over 1.5 million manually labelled bounding boxes. The dataset contains more than 560 classes of real-world moving objects and 80+ classes of motion patterns.
Source: http://got-10k.aitestunion.com/ Image Source: https://arxiv.org/pdf/1810.11981.pdf