Tag: Mmrotate
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Does MMRotate Faster R-CNN also mess up the bus lot?
Official MMRotate Rotated Faster R-CNN 1× is as messy as OrientedDet Faster R-CNN on the DOTA bus-lot demo tile. The failure is architectural and rare (dense ~45° objects). Oriented R-CNN is clean but heavy to finetune; FCOS follows the heading on this tile. RTMDet was not re-run here.
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Lessons learned on DOTA: official Task 1, leaky val, and the last mile
What I would keep from four months on DOTA: the official Task 1 number, MMRotate as a neighbour in the same band, and a better box loss when ships are still a few degrees off.
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A static demo of three oriented detectors on optical satellite imagery
A browser demo of Oriented-Det’s three 3× DOTA checkpoints — Oriented R-CNN, Rotated Faster R-CNN, and Rotated FCOS — on six optical satellite scenes, with a side by side comparison that lands in parity with state of the art frameworks.
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Detecting ships in satellite imagery: five years later…
Revisiting ship detection in SPOT imagery — from Kaggle to MMRotate.