Region proposal network
时间: 2024-01-26 10:03:46 浏览: 24
回答: Region Proposal Network (RPN)是用于目标检测和目标追踪的网络,用于提取候选框。RPN是一个完全卷积的网络,可以同时预测每个位置上的对象界限和对象分数。它的主要功能是生成区域候选(Region Proposal),也可以看做是许多潜在的边界框或锚点。RPN的网络架构可以通过交替训练的方式来训练,通过使用共享特征,可以达到接近实时的性能。\[1\]\[2\]\[3\]
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- *1* [RPN(Region Proposal Network)区域生成网络](https://blog.csdn.net/qq_41442511/article/details/118190934)[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^v91^control_2,239^v3^insert_chatgpt"}} ] [.reference_item]
- *2* *3* [深度学习之 RPN(RegionProposal Network)- 区域候选网络](https://blog.csdn.net/fenglepeng/article/details/117898968)[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^v91^control_2,239^v3^insert_chatgpt"}} ] [.reference_item]
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