Sentence examples for augmentation step from inspiring English sources

The data augmentation step consisted of random flipping in left-right and up-down directions followed by the creation of an image that was nine times the input image by extending the image on all sides by mirroring.

In the augmentation step, a new sinusoid is added (according to the MP approach in frequency domain), and then in the optimization step the parameters of the previously found sinusoids are consecutively revised.

The subset limitation is implemented by only considering elements in R at each augmentation step.

The resulting GO terms were merged and underwent the validation and augmentation step.

The methodology described in this article accommodates the uncertainty in the "true" underlying titer by embedding a data augmentation step within the estimating routine.

With this method, a data augmentation step was necessary to impute data for a chosen reference treatment for all studies even if they did not have that treatment arm [ 25].

In particular, we address the question of computational complexity with respect to the number of augmentation steps.

In [34], the cyclic optimization is performed at each stage of the greedy algorithm (i.e., the augmentation steps and cyclic optimization steps are interlaced).

Since the viewpoint information is required for augmentation, the first step is to establish correspondences between 2D image features and their depth since, from them, the camera pose can be calculated.

In order to find the best augmentation plan, the following steps are needed.

At the beginning of the steps, several augmentation plans are listed.