# Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. import os import os.path as osp import argparse from math import ceil from PIL import Image from utils import Raster, Timer @Timer def split_data(image_path, block_size, save_folder): if not osp.exists(save_folder): os.makedirs(save_folder) image_name = image_path.replace("\\", "/").split("/")[-1].split(".")[0] raster = Raster(image_path, to_uint8=True) rows = ceil(raster.height / block_size) cols = ceil(raster.width / block_size) total_number = int(rows * cols) for r in range(rows): for c in range(cols): loc_start = (c * block_size, r * block_size) title = Image.fromarray( raster.getArray(loc_start, (block_size, block_size))) save_path = osp.join(save_folder, ( image_name + "_" + str(r) + "_" + str(c) + ".png")) title.save(save_path, "PNG") print("-- {:d}/{:d} --".format(int(r * cols + c + 1), total_number)) parser = argparse.ArgumentParser(description="input parameters") parser.add_argument("--image_path", type=str, required=True, \ help="The path of big image data.") parser.add_argument("--block_size", type=int, default=512, \ help="The size of image block, `512` is the default.") parser.add_argument("--save_folder", type=str, default="output", \ help="The folder path to save the results, `output` is the default.") if __name__ == "__main__": args = parser.parse_args() split_data(args.image_path, args.block_size, args.save_folder)