In this paper, we first propose and examine a fully-automatic pipeline to design a fully-specialized detector (FSD) which mainly incorporates a neural-architectural-searched model by exploring ideal network structures over the backbone and task-specific head.

翻译：本文首先提出并验证了一种全自动流水线，用于设计全专业化检测器（FSD）。该流水线主要通过探索骨干网络与任务特定头部上的理想网络结构，整合了由神经架构搜索得到的模型。