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Understanding of object detection based on cnn family and yolo

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2024 1

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YOLOv11: An Overview of the Key Architectural Enhancements

cs.CV · 2024-10-23 · unverdicted · novelty 1.0

YOLOv11 adds blocks such as C3k2, SPPF, and C2PSA to improve feature extraction, mAP, and efficiency while supporting detection, segmentation, pose, and oriented detection across model sizes.

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  • YOLOv11: An Overview of the Key Architectural Enhancements cs.CV · 2024-10-23 · unverdicted · none · ref 6

    YOLOv11 adds blocks such as C3k2, SPPF, and C2PSA to improve feature extraction, mAP, and efficiency while supporting detection, segmentation, pose, and oriented detection across model sizes.