ImportError: cannot import name 'calculate_uncertainty' from 'mmdet.apis'.

[chiran7]

File "tools/train.py, line 19, in
from mmdet.apis import single_gpu_test, calculate_uncertainty

ImportError: cannot import name 'calculate_uncertainty' from 'mmdet.apis'.

Definition of import 'calculate_uncertainty' is not available inside mmdet.apis. Can you suggest a way to inlcude the definition for this function required by train.py?

thank you for your time and consideration.

[yuantn]

Have you followed the step 5 in Section Environment Installation, especially the compilation?

[chiran7]

Dear Author,

Thank you. It is showing the following error (while trying for RetinaNet) for python tools/train.py configs/MIAOD.py
File "/home/cshah/.local/lib/python3.8/site-packages/mmcv/utils/registry.py", line 55, in build_from_cfg
raise type(e)(f'{obj_cls.name}: {e}')
KeyError: "RetinaNet: 'MIAODRetinaHead is not in the models registry'"

For using SSD detection, i tried python tools/train.py configs/MIAOD_SSD.py. However, it gives following error:
File "/home/cshah/.local/lib/python3.8/site-packages/mmcv/utils/registry.py", line 55, in build_from_cfg
raise type(e)(f'{obj_cls.name}: {e}')
TypeError: SingleStageDetector: SSDHead: init() got an unexpected keyword argument 'C'

I have installed both mmcv and mmdetection. Can you suggest a better solution for RetinaNet or SSD to train the network?

Thank you for your time and consideration.

[yuantn]

Please follow the step 5 in Section Environment Installation. It includes THE COMPILATION PART.