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onnx-web/api/onnx_web/chain/utils.py

40 lines
1.0 KiB
Python

from logging import getLogger
from PIL import Image
from typing import List, Protocol, Tuple
logger = getLogger(__name__)
class TileCallback(Protocol):
def __call__(self, image: Image.Image, dims: Tuple[int, int, int]) -> Image.Image:
pass
def process_tiles(
source: Image.Image,
tile: int,
scale: int,
filters: List[TileCallback],
) -> Image.Image:
width, height = source.size
image = Image.new('RGB', (width * scale, height * scale))
tiles_x = width // tile
tiles_y = height // tile
total = tiles_x * tiles_y
for y in range(tiles_y):
for x in range(tiles_x):
idx = (y * tiles_x) + x
left = x * tile
top = y * tile
logger.info('processing tile %s of %s, %s.%s', idx + 1, total, y, x)
tile_image = source.crop((left, top, left + tile, top + tile))
for filter in filters:
tile_image = filter(tile_image, (left, top, tile))
image.paste(tile_image, (left * scale, top * scale))
return image