import math from PIL import Image from upscaler import upscale UPSCALE_PIXEL_THRESHOLD = 1 DOWNSCALE_PIXEL_THRESHOLD = 1 def maybe_upscale(original, megapixels=1.0): original_width, original_height = original.size original_pixels = original_width * original_height target_pixels = megapixels * 1024 * 1024 if (original_pixels < target_pixels): scale_by = math.sqrt(target_pixels / original_pixels) target_width = original_width * scale_by target_height = original_height * scale_by if (target_width - original_width >= 1 or target_height - original_height >= UPSCALE_PIXEL_THRESHOLD): print("Upscaling...") upscaled = upscale(original) print("Upscaled size:", upscaled.size) return upscaled print("Not upscaling") return original def maybe_downscale(original, megapixels=1.0): original_width, original_height = original.size original_pixels = original_width * original_height target_pixels = megapixels * 1024 * 1024 if (original_pixels > target_pixels): scale_by = math.sqrt(target_pixels / original_pixels) target_width = original_width * scale_by target_height = original_height * scale_by if (original_width - target_width >= 1 or original_height - target_height >= DOWNSCALE_PIXEL_THRESHOLD): print("Downscaling...") target_width = round(target_width) target_height = round(target_height) downscaled = original.resize( (target_width, target_height), Image.LANCZOS) print("Downscaled size:", downscaled.size) return downscaled print("Not downscaling") return original def ensure_resolution(original, megapixels=1.0): return maybe_downscale(maybe_upscale(original, megapixels), megapixels) def crop_centered(image, target_size): original_width, original_height = image.size target_width, target_height = target_size left = (original_width - target_width) / 2 top = (original_height - target_height) / 2 right = (original_width + target_width) / 2 bottom = (original_height + target_height) / 2 return image.crop((left, top, right, bottom))