Shypd.aiThe largest open index of AI toolsyolov5_obb is an open-source tool for oriented object detection, implementing Yolov5 with Circular Smooth Label (CSL) for detecting rotated objects. It provides models and results for DOTA datasets.
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yolov5_obb is an open-source project that extends the popular Yolov5 framework for oriented object detection. It integrates Circular Smooth Label (CSL) to accurately detect objects with arbitrary rotations, making it highly suitable for specialized computer vision tasks. The repository provides pre-trained models and detailed results on DOTA datasets, including mAP scores for various versions and speed benchmarks on different hardware. Users can reproduce examples for validation and testing, and the project includes comprehensive documentation for installation and getting started. It's a valuable resource for researchers and developers working on rotation detection in aerial imagery and similar domains.
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