🎉 我们的关于自适应目标检测推理的工作，被IEEE-TCDS接收！
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发布时间：2023-05-09
发布时间：2023-05-09
文章标题：🎉 我们的关于自适应目标检测推理的工作，被IEEE-TCDS接收！
内容：
AdaDet: An Adaptive Object Detection System Based on Early-Exit Neural Networks. (ESI highly cited paper)[PDF]
Le Yang, Ziwei Zheng, Jian Wang, Shiji Song, Gao Huang, Fan Li✉.
IEEE Transactions on Cognitive and Developmental Systems (T-CDS), 2023
We propose a novel early-exiting adaptive inference mechanism for object detection tasks. The images containing few-large-clear objects will exit from the network early during inference. Only these images containing multiple overlapping objects will be considered as hard samples and processed by the full network.