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Lightweight Salient Object Detection

NOTE

Download pre-trained backbone "..." and put into folder "dataset/pretrained"

Download dataset and put into folder "data"

To run EC2Net, update the import data in "networks/Build_Model.py"

LightSOD

"Towards lightweight and efficient neural network for salient object detection"

(https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4529425)

MobileNetV3_Ver5

LightSOD - VC

EC2Net

"EC2Net: Efficient Attention-Based Cross-Context Network for Near Real-Time Salient Object Detection" !

EC2Net3

(https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=10103899)

EC2Net_VSC