Search results with tag "Efficientnet"
TPH-YOLOv5: Improved YOLOv5 Based on Transformer ...
openaccess.thecvf.combileNet [19], EfficientNet [44], CSPDarknet53 [52], Swin Transformer [35] etc., rather than networks designed by ourselves. Because these networks have proven that they have strong feature extraction capabilities on classification and other issues. But researchers will also fine-tune the backbone to make it more suitable for specific tasks. Neck.
EfficientNet: Rethinking Model Scaling for Convolutional ...
proceedings.mlr.pressEfficientNet: Rethinking Model Scaling for Convolutional Neural Networks 2019), and achieves even better efficiency than hand-crafted mobile ConvNets by …
EfficientNet: Rethinking Model Scaling for Convolutional …
arxiv.orgmodel scaling heavily depends on the baseline network; to go even further, we use neural architecture search (Zoph & Le,2017;Tan et al.,2019) to develop a new baseline network, and scale it up to obtain a family of models, called EfficientNets. Figure1summarizes the ImageNet perfor-mance, where our EfficientNets significantly outperform