GOT-10K

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 encourages the development of generic purposed trackers by following the one-shot rule that object classes between train and test sets are zero-overlapped... The dataset provides extra labels including object visible ratios and motion classes as additional supervision for handling specific challenges.