atrous (Meaning)

Webster

atrous (a.)

Coal-black; very black.

Synonyms & Antonyms of atrous

No Synonyms and anytonyms found

atrous Sentence Examples

  1. The hyperparameter governing the atrous convolution rate in the neural network was carefully tuned.
  2. The atrous convolution operation allowed the network to capture long-range dependencies in the data.
  3. By varying the dilation rates of the atrous convolutions, the model could adapt to multiple scales of features.
  4. The atrous pooling layer effectively increased the receptive field of the network without introducing additional parameters.
  5. The atrous separable convolution block efficiently reduced computational costs while maintaining feature representation quality.
  6. The proposed atrous U-Net architecture outperformed previous models for medical image segmentation tasks.
  7. The dilated residual network utilized atrous convolutions to achieve state-of-the-art performance in object detection.
  8. The atrous pyramid pooling module in the convolutional neural network enhanced the network's ability to handle variable-sized inputs.
  9. The atrous transformer model extended the standard transformer architecture with dilated convolutions, enabling it to process high-resolution images.
  10. The atrous spatial pyramid pooling layer in the object recognition network aggregated features from multiple scales and spatial locations.

FAQs About the word atrous

Coal-black; very black.

No synonyms found.

No antonyms found.

The hyperparameter governing the atrous convolution rate in the neural network was carefully tuned.

The atrous convolution operation allowed the network to capture long-range dependencies in the data.

By varying the dilation rates of the atrous convolutions, the model could adapt to multiple scales of features.

The atrous pooling layer effectively increased the receptive field of the network without introducing additional parameters.