Deep Learning, Artificial Intelligence, Convolutional Network, Image Classification, Object Detection.
classification. Adding a single extra 1×1 CoordConv layer with 8 output channels improves ResNet-50 Top-5 accuracy by a meager 0.04% averaged over five runs for each treatment; however, this difference is not statistically significant. It is at least reassuring that CoordConv doesn’t hurt the