Shypd.aiThe largest open index of AI toolsmmrotate is an OpenMMLab toolbox for rotated object detection based on PyTorch. It provides strong baselines and state-of-the-art methods for rotated object detection.
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About
MMRotate is an open-source toolbox developed by OpenMMLab, specifically designed for rotated object detection tasks using PyTorch. It offers a modular design, allowing users to easily combine different components to build new models. The toolbox supports multiple angle representations to accommodate various paper settings and provides strong baselines and state-of-the-art methods in rotated object detection. Key features include support for algorithms like Rotated RetinaNet-OBB, Rotated FasterRCNN-OBB, and RTMDet, which achieves excellent parameter-accuracy trade-off and state-of-the-art performance in rotated object detection. MMRotate is built upon PyTorch, MMCV, and MMDetection, making it a robust and flexible platform for researchers and developers in the field.
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