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Currently, there is already an option to enable or disable the automatic upscaling of images that are smaller than the training resolution to match the training resolution. Could we add another option that allows us to choose the scaling algorithm for either upscaling or downscaling? For example, when training pixel art, I would like to specify that the script uses the nearest neighbor method, while for training regular images, it could use Lanczos or a similar algorithm. Alternatively, the script could automatically detect whether the corresponding txt annotation file contains any pixel-related tags—if it does, it would use the nearest neighbor method, and if not, it would default to Lanczos. This would not only save time by eliminating manual processing of the training set but could also improve the training results, since the scaling algorithm for pixel images shouldn’t be the same as that for regular images, right?
The text was updated successfully, but these errors were encountered:
Currently, there is already an option to enable or disable the automatic upscaling of images that are smaller than the training resolution to match the training resolution. Could we add another option that allows us to choose the scaling algorithm for either upscaling or downscaling? For example, when training pixel art, I would like to specify that the script uses the nearest neighbor method, while for training regular images, it could use Lanczos or a similar algorithm. Alternatively, the script could automatically detect whether the corresponding txt annotation file contains any pixel-related tags—if it does, it would use the nearest neighbor method, and if not, it would default to Lanczos. This would not only save time by eliminating manual processing of the training set but could also improve the training results, since the scaling algorithm for pixel images shouldn’t be the same as that for regular images, right?
The text was updated successfully, but these errors were encountered: