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detectron2-helpers

2020-03-05 | |  45 |   0 |   0

detectron2-helpers

Helpers for detectron2

DummyAlbuMapper allows you to use albumentations during fitting detectron2 for detection tasks.

It requires improvements to work with keypoints and masks.

To use custom dataset_mapper you also need to define new class Trainer with modified build_train_loader. Smth like this:

from detectron2.engine import DefaultTrainerclass Trainer(DefaultTrainer):    @classmethod
    def build_train_loader(cls, cfg):
        mapper = DummyAlbuMapper(cfg, is_train=True)        return build_detection_train_loader(cfg, mapper=mapper)


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