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DetNet: Optimized Backbone for Object Detection by Nirmal is a document available to read on EtoBox.
What is DetNet: Optimized Backbone for Object Detection about?
The paper introduces DetNet, a novel backbone network specifically designed for object detection, addressing the limitations of traditional ImageNet pre-trained models. DetNet maintains high spatial resolution and incorporates additional stages to effectively handle objects of varying scales, achieving state-of-the-art results on the MSCOCO benchmark. The authors highlight the need for a dedicated backbone for object detection due to the inherent differences between image classification and object localizat
- Author
- Nirmal
- Language
- EN