GOT-10k: Generic Object Tracking Benchmark A large, high-diversity, one-shot database for generic object tracking in the wild
The dataset contains more than 10,000 video segments of real-world moving objects and over 1.5 million manually labeled bounding boxes.
The dataset is backboned by WordNet and it covers a majority of 560+ classes of real-world moving objects and 80+ classes of motion patterns.