Requested more than 0 entries, but params is empty. Params shape: [0,1920,1080]

Could you refer to Train mask-rcnn failure - #5 by gao-yan ?
That user solved the issue since

Some objects in the images only have bbox without segmentation, so I remove these objects and generate the dataset again.