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 TransformPaper | Code | Results | Date | Stars |
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Task | Papers | Share |
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Edge Detection | 1 | 25.00% |
Image Classification | 1 | 25.00% |
Object Detection | 1 | 25.00% |
Semantic Segmentation | 1 | 25.00% |