| from PIL import Image | |
| from modules import images | |
| from sd_bmab.base.context import Context | |
| from sd_bmab.base.processorbase import ProcessorBase | |
| from sd_bmab.util import debug_print | |
| class BeforeProcessUpscaler(ProcessorBase): | |
| def __init__(self) -> None: | |
| super().__init__() | |
| self.ratio = 1.5 | |
| self.upscaler = 'None' | |
| def preprocess(self, context: Context, image: Image): | |
| self.ratio = context.args['upscale_ratio'] | |
| self.upscaler = context.args['upscaler_name'] | |
| return context.args['upscale_enabled'] and not context.args['detailing_after_upscale'] | |
| def process(self, context: Context, image: Image): | |
| debug_print(f'Upscale ratio {self.ratio} Upscaler {self.upscaler}') | |
| context.add_generation_param('BMAB_upscale_option', f'Upscale ratio {self.ratio} Upscaler {self.upscaler}') | |
| if self.ratio < 1.0 or self.ratio > 4.0: | |
| debug_print('upscale out of range') | |
| return image | |
| image = image.convert('RGB') | |
| context.add_generation_param('BMAB process upscale', self.ratio) | |
| context.args['upscale_limit'] = True | |
| w = image.width | |
| h = image.height | |
| img = images.resize_image(0, image, int(w * self.ratio), int(h * self.ratio), self.upscaler) | |
| return img.convert('RGB') | |
| def postprocess(self, context: Context, image: Image): | |
| pass | |