Convolutional Neural Networks

A Harmonic Network, or Harm-Net, is a type of convolutional neural network that replaces convolutional layers with "harmonic blocks" that use Discrete Cosine Transform (DCT) filters. These blocks can be useful in truncating high-frequency information (possible due to the redundancies in the spectral domain).

Source: Harmonic Convolutional Networks based on Discrete Cosine Transform


Paper Code Results Date Stars


Task Papers Share
Edge Detection 1 25.00%
Image Classification 1 25.00%
Object Detection 1 25.00%
Semantic Segmentation 1 25.00%