No More Strided Convolutions or Pooling: A New CNN Building Block for Low-Resolution Images and Small Objects

Raja Sunkara, Tie Luo

Convolutional neural networks (CNNs) have made resounding success in many computer vision tasks such as image classification and object detection. However, their performance degrad…