Tph-yolov5
时间: 2023-10-17 11:07:01 浏览: 38
好的,你的问题是:Tph-yolov5 是什么?
Tph-yolov5 是一个基于YOLOv5的目标检测算法,它可以用于检测图像或视频中的物体,并输出它们的位置和类别。
相关问题:
1. YOLOv5是什么?
2. Tph-yolov5相比于YOLOv5有哪些改进?
3. Tph-yolov5适用
相关问题
tph-yolov5
TPH-YOLOv5是一种基于YOLOv5的目标检测算法。它是在Pytorch 1.8.1上实现的,并使用了NVIDIA RTX3090 GPU进行训练和测试。在训练阶段,TPH-YOLOv5使用了来自yolov5x预训练模型的一部分权重,因为它们共享了大部分的骨干和部分头部。通过使用这些权重,可以节省大量的训练时间。<span class="em">1</span><span class="em">2</span><span class="em">3</span>
#### 引用[.reference_title]
- *1* *3* [【tph-yolov5】使用tph-Yolov5训练自己的数据集](https://blog.csdn.net/zztjl/article/details/124087047)[target="_blank" data-report-click={"spm":"1018.2226.3001.9630","extra":{"utm_source":"vip_chatgpt_common_search_pc_result","utm_medium":"distribute.pc_search_result.none-task-cask-2~all~insert_cask~default-1-null.142^v92^chatsearchT0_1"}}] [.reference_item style="max-width: 50%"]
- *2* [TPH-YOLOv5: (中文翻译)](https://blog.csdn.net/weixin_42182534/article/details/123479460)[target="_blank" data-report-click={"spm":"1018.2226.3001.9630","extra":{"utm_source":"vip_chatgpt_common_search_pc_result","utm_medium":"distribute.pc_search_result.none-task-cask-2~all~insert_cask~default-1-null.142^v92^chatsearchT0_1"}}] [.reference_item style="max-width: 50%"]
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TPH-YOLOv5
TPH-YOLOv5是一种改进的目标检测模型,它在无人机捕获场景上展现出了良好的性能和可解释性。在VisDrone2021数据集上的实验结果显示,TPH-YOLOv5的平均精度(AP)为39.18%,比之前的SOTA方法(DPNetV3)提高了1.81%。在VisDrone Challenge 2021中,TPH-YOLOv5相比于YOLOv5提高了约7%的性能。<span class="em">1</span><span class="em">2</span><span class="em">3</span>
#### 引用[.reference_title]
- *1* *3* [详细解读TPH-YOLOv5 | 让目标检测任务中的小目标无处遁形](https://blog.csdn.net/qq_42722197/article/details/125214116)[target="_blank" data-report-click={"spm":"1018.2226.3001.9630","extra":{"utm_source":"vip_chatgpt_common_search_pc_result","utm_medium":"distribute.pc_search_result.none-task-cask-2~all~insert_cask~default-1-null.142^v92^chatsearchT3_1"}}] [.reference_item style="max-width: 50%"]
- *2* [TPH-YOLOv5: (中文翻译)](https://blog.csdn.net/weixin_42182534/article/details/123479460)[target="_blank" data-report-click={"spm":"1018.2226.3001.9630","extra":{"utm_source":"vip_chatgpt_common_search_pc_result","utm_medium":"distribute.pc_search_result.none-task-cask-2~all~insert_cask~default-1-null.142^v92^chatsearchT3_1"}}] [.reference_item style="max-width: 50%"]
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