Thank you very much. It solved the issue.
MaskRCNN is working now in FastAI2! 
The remaining work is:
- Adjust the input for the metrics
- Solve issues with FP16. Some losses of the model are NaN in FP16 and not in FP32.
- Improve show_result
For the metrics I was given some intuition:
However, I don’t understand.