Abstract: Winograd algorithm can effectively reduce the computational complexity of convolution operation. Effectively using the parallelism of Winograd convolution algorithm can effectively improve ...

Abstract: The authors show that for a family of discrete trigonometric transforms (the set of 16 transforms), filters, which are typically defined and computed in the transform domain by means of ...

Traffic sign recognition is based on pattern recognition algorithms that are well understood by machine vision specialists. The first two parts of this series detailed a camera-based traffic-sign ...

Number of filters in convolutional layers Number of units in the fully connected layer Dropout rate Learning rate Batch size Visualization: Matplotlib is used to display some results, and TensorBoard ...