ExtraDet With Quad Feature Pyramid Networks
2020 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT), 2020
In this paper, we look at different architectures of feature pyramid networks and introduce a new... more In this paper, we look at different architectures of feature pyramid networks and introduce a new one, namely, QuadFPN. We apply this FPN technique to the popular EfficientDet and obtain an improvement in performance by a minimum of 1.2% mAP on COCO dataset on each of the models under 10 million parameters (D0, D1, D2). Thus, we present a scalable and an alternate technique similar to BiFPN.
Uploads
Papers by shivam Raj