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redesigned upscaler to use pillow's Lanczos filter for downscaling; bug fixes
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@ -37,7 +37,9 @@ import time
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import traceback
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# third-party imports
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from PIL import Image
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from avalon_framework import Avalon
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from tqdm import tqdm
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import magic
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# internationalization constants
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@ -51,7 +53,7 @@ language.install()
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_ = language.gettext
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# version information
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UPSCALER_VERSION = '4.3.1'
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UPSCALER_VERSION = '4.4.0'
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# these names are consistent for
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# - driver selection in command line
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@ -124,6 +126,7 @@ class Upscaler:
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# other internal members and signals
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self.running = False
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self.current_processing_starting_time = time.time()
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self.total_frames_upscaled = 0
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self.total_frames = 0
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self.total_files = 0
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@ -531,6 +534,9 @@ class Upscaler:
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# get new job from queue
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self.current_input_file, output_path, input_file_mime_type, input_file_type, input_file_subtype = self.processing_queue.get()
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# get current job starting time for GUI calculations
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self.current_processing_starting_time = time.time()
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# get video information JSON using FFprobe
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Avalon.info(_('Reading file information'))
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file_info = self.ffmpeg_object.probe_file_info(self.current_input_file)
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@ -638,12 +644,6 @@ class Upscaler:
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self.scaling_jobs.append(supported_scaling_ratios[-1])
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remaining_scaling_ratio /= supported_scaling_ratios[-1]
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# append scaling filter to video assembly command
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if self.ffmpeg_settings['assemble_video']['output_options'].get('-vf') is None:
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self.ffmpeg_settings['assemble_video']['output_options']['-vf'] = f'scale={output_width}:{output_height}'
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else:
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self.ffmpeg_settings['assemble_video']['output_options']['-vf'] += f',scale={output_width}:{output_height}'
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else:
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self.scaling_jobs = [self.scale_ratio]
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@ -696,15 +696,35 @@ class Upscaler:
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Avalon.info(_('Upscaling completed'))
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Avalon.info(_('Average processing speed: {} seconds per frame').format(self.total_frames / (time.time() - upscale_begin_time)))
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# downscale frames with Lanczos
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Avalon.info(_('Lanczos downsampling frames'))
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shutil.rmtree(self.extracted_frames)
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shutil.move(self.upscaled_frames, self.extracted_frames)
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self.upscaled_frames.mkdir(parents=True, exist_ok=True)
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for image in tqdm([i for i in self.extracted_frames.iterdir() if i.is_file() and i.name.endswith(self.extracted_frame_format)], ascii=True, desc=_('Downsamping')):
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image_object = Image.open(image)
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# if the image dimensions are not equal to the output size
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# resize the image using Lanczos
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if (image_object.width, image_object.height) != (output_width, output_height):
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image_object.resize((output_width, output_height), Image.LANCZOS).save(self.upscaled_frames / image.name)
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image_object.close()
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# if the image's dimensions are already equal to the output size
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# move image to the finished directory
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else:
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image_object.close()
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shutil.move(image, self.upscaled_frames / image.name)
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# start handling output
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# output can be either GIF or video
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if input_file_type == 'image' and input_file_subtype != 'gif':
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Avalon.info(_('Exporting image'))
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# resize and output image to output_path
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self.process_pool.append(self.ffmpeg_object.resize_image([f for f in self.upscaled_frames.iterdir() if f.is_file()][0], output_path, output_width, output_height))
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self._wait()
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# there should be only one image in the directory
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shutil.move([f for f in self.upscaled_frames.iterdir() if f.is_file()][0], output_path)
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# elif input_file_mime_type == 'image/gif' or input_file_type == 'video':
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else:
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