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joheras / CLoDSA

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huge RAM usage in instance segmentation #83

Open rjbray915 opened 1 year ago

rjbray915 commented 1 year ago

Hi! I'm using the instance segmentation augmentor on a coco format dataset. The package seems to use a huge amount of memory (up to 32gb) on images with many of annotations.

The following is my configuration:

PROBLEM = "instance_segmentation"
ANNOTATION_MODE = "coco"
INPUT_PATH = "..."
GENERATION_MODE = "linear"
OUTPUT_MODE = "coco"
OUTPUT_PATH = "..."

I would greatly appreciate any help / insights you can provide 👍