YOLOv11
PulseAugur coverage of YOLOv11 — every cluster mentioning YOLOv11 across labs, papers, and developer communities, ranked by signal.
1 天有情绪数据
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New framework enables continuous multi-drone tracking with 99.8% handover success
Researchers have developed a new framework for tracking multiple drones continuously in urban environments. This system addresses the challenge of trajectory fragmentation, where drone views lose vehicle identity. The p…
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CNNs outperform Transformers on tree canopy segmentation with limited data
Researchers investigated the effectiveness of five different deep learning architectures, including YOLOv11, Mask R-CNN, DeepLabv3, Swin-UNet, and DINOv2, for tree canopy segmentation using a very limited dataset of onl…
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AI model accurately detects road cracks using aerial imagery and OpenStreetMap data
Researchers have developed a framework using open-source data to improve highway maintenance by localizing road cracks. The system integrates airborne imagery with OpenStreetMap data to fine-tune a YOLOv11 model for cra…
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深度学习系统使用YOLO模型检测火灾出口吸烟
一篇研究论文详细介绍了一个用于通过闭路电视监控在火灾出口区域进行实时吸烟检测的深度学习系统。该研究评估了YOLOv8、YOLOv11和YOLOv12，开发了一个定制的YOLOv8衍生模型，该模型实现了78.90%的召回率和83.70%的mAP。在边缘设备上的性能测试表明，该系统适用于时间敏感的操作，Jetson Xavier NX每秒推理处理数据在52到97毫秒之间。
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Aycromo platform uses deep learning for rapid chromosome detection
Researchers have developed Aycromo, an open-source desktop platform designed to assist in cytogenetic analysis for diagnosing genetic diseases. This platform leverages deep learning models, specifically YOLOv11, to auto…