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backseason / PoolNet

Code for our CVPR 2019 paper "A Simple Pooling-Based Design for Real-Time Salient Object Detection"
MIT License
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Interesting Work #13

Closed HoracceFeng closed 5 years ago

HoracceFeng commented 5 years ago

Hi @backseason,

I got some introduction about this work from here https://mp.weixin.qq.com/s?__biz=MzIwMTc4ODE0Mw==&mid=2247497352&idx=1&sn=dff7e64e7d388fbb394d6f7c81a544bc&chksm=96ea2908a19da01edc1697644be521b818e08625e13d20aff91aa350e8a8197fb963e84eaf9e&scene=0&xtrack=1#rd .

The idea is simple yet effective, thanks for your work. My question is, have you tried to implement FAM as a refinement of FPN in those SOTA detection algorithms like yolov3 or retinanet? I think the FAM should be useful in detection also.

backseason commented 5 years ago

Thanks! We haven't tried this on other vision tasks. You may give it a try, and it should be simple to plug FAM into other frameworks as there are many open source PyTorch-based detection implementations. Good luck!