ObjectDetectionTask: support for non-RGB imagery (SAR, MSI, HSI) #2602
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torchgeo/trainers/detection.py:210
- The new behavior introduced by adapt_input_conv should be covered by tests to ensure it works as expected.
weight = adapt_input_conv(in_channels, self.model.backbone.body.conv1.weight) # type: ignore[no-untyped-call]
tests/trainers/test_detection.py:30
- Verify that the removal of the 'ObjectDetectionTestModel' and related monkey patches does not leave any gaps in test coverage.
class ObjectDetectionTestModel(Module):
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isaaccorley
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Co-authored-by: Isaac Corley <22203655+isaaccorley@users.noreply.github.com>
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We don't yet have a non-RGB object detection dataset to test with, but I'm pretty sure this works. Needed to bump some deps and throw away some tests to get it to work.
Closes #1156