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We also avoid to use layers that do not yield visually appealing results in deconvolution, such as the average-pooling layer and the inception layer.
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The outcome of this comparison was that the coefficient we had originally chosen was indeed best suited to create an intuitive and visually appealing result in terms of dendrograms (i.e. visualizations of hierarchical clustering).
From a qualitative standpoint the SPLASSO algorithm produces a more visually appealing result as compared to the standard LASSO (less salt-and-pepper artifacts).
defer.add img); Hang a flag or decoration near the area for a more visually appealing solution.
While being visually similar to the nearest-neighbor interpolation, this method produces visually more appealing results.
Bilinear interpolation : compared to nearest-neighbor interpolation, this method is a little bit more involved but also results in visually more appealing results without introducing too much artifacts.
Despite the visually less appealing results, such artifacts may also get problematic when it comes to the extraction of features, which are then used for classification.
As expected, we notice the strongest artifacts in case of the nearest-neighbor interpolation (blocky appearance of the interpolated pixels), while the other methods produce visually more appealing results.
This quantitative quality assessment justifies the observation that our results are visually appealing (Figs. 9 and 10).
The result was visually appealing without being obtrusive.
The goal is to make the wall more visually appealing and that, as a result, graffiti will lose its stigma as something that's clandestine by necessity.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com