Abstract: Highlights•Evaluated the negative effect of noisy labels on the remote sensing object detection.•Proposed object Co-teaching training strategy to train robust object detectors.•Introduced a weighting factor for the proposed object Co-teaching method.•Extensive experiments demonstrate the effectiveness of the proposed method.
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