Neural Network
Efficient Channel Attention for Deep Convolutional Neural Networks (ECA-Net)
In this article we'll dive into an in-depth discussion of a recently proposed attention mechanism, namely ECA-Net, published at CVPR 2020.
GhostNet (CVPR 2020) in PyTorch and TensorFlow
In this post we'll take an in-depth look at feature maps in convolutional neural networks, do a thorough review of GhostNet, and break down the code in PyTorch and TensorFlow.
A Review of Popular Deep Learning Architectures: DenseNet, ResNeXt, MnasNet, and ShuffleNet v2
In this tutorial we will explore the four popular deep learning architectures for efficiently developing deep learning models.