Funnel Activation for Visual Recognition
Authors offer a new activation function for image recognition tasks, called Funnel activation (FReLU), that extends ReLU and PReLU to a 2D activation by adding a negligible overhead of spatial condition.
Extensive experiments on COCO, ImageNet and CityScape show significant improvement and robustness.
Paper: https://arxiv.org/abs/2007.11824
Code: https://github.com/megvii-model/FunnelAct
#deeplearning #activationfunction #computervision #pytorch
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@OpenArchiveBooks
@data_entusiasts
Authors offer a new activation function for image recognition tasks, called Funnel activation (FReLU), that extends ReLU and PReLU to a 2D activation by adding a negligible overhead of spatial condition.
Extensive experiments on COCO, ImageNet and CityScape show significant improvement and robustness.
Paper: https://arxiv.org/abs/2007.11824
Code: https://github.com/megvii-model/FunnelAct
#deeplearning #activationfunction #computervision #pytorch
Team
@OpenArchiveBooks
@data_entusiasts
