且SENet 思路很简单,很容易扩展到已有网络结构如 Inception 和 ResNet 中。 我们可以看到,已经有很多工作在空间维度上来提升网络的性能。那么很自然想到,网络是否可以从其他层面来考虑去提升性能,比如考虑特征通道之间的关系?作者基于这一点并提出了Squeeze-and-Excitation Networks(简称SE-Net)。在该结构中,Squeeze和Ex...
I'm working on pervasive device that had support for the caffe framework and I'm attempting to use resnet-10 from opencv to do face detection (https://github.com/opencv/opencv/tree/master/samples/dnn/face_detector). The graph file compiles fine, and the first ...
I'm working on pervasive device that had support for the caffe framework and I'm attempting to use resnet-10 from opencv to do face detection (https://github.com/opencv/opencv/tree/master/samples/dnn/face_detector). The graph file compiles fine, and the first...
论文作者表示，Git Re-Basin 可适用于任何神经网络（NN），他们首次演示了在两个独立训练（没有预先训练）的模型（ResNets）之间，可以零障碍的线性连通。他们发现，合并能力是 SGD 训练的一个属性，在初始化时合并是不能工作的，但是会发生相变，因此随着时间的推移合并将成为可能。他们还发现，模型宽度与可合并性密...
The code for the implementation of “Oriented RepPoints + Swin Transformer/ReResNet”. Introduction Based on the Oriented Reppoints detector with Swin Transformer backbone, the 3rd Place is achieved on the Task 1 and the 2nd Place is achieved on the Task 2 of 2021 challenge of Learning to Und...
Therefore, this study works with ResNet101 as the backbone network while using spatial鈥搕emporal stream to provide an improved person re-identification method using YOLOv5 which effectively extracts features from the input source and provides a lightweight model.Sharma, Suchi...
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DeepLab_V3_plus : a model about semantic segmentation This is a simple pytorch re-implementation of Google Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation. Introduction: This work still need to be updated. The features are summarized blow: Use ResNet101 as base Net...
I'm working on pervasive device that had support for the caffe framework and I'm attempting to use resnet-10 from opencv to do face detection (https://github.com/opencv/opencv/tree/master/samples/dnn/face_detector). The graph file compiles fine, and the first...
I'm working on pervasive device that had support for the caffe framework and I'm attempting to use resnet-10 from opencv to do face detection (https://github.com/opencv/opencv/tree/master/samples/dnn/face_detector). The graph file compiles fine, and...