90 lines
2.8 KiB
Python
90 lines
2.8 KiB
Python
import os
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from PIL import Image
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import random
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def load_images_from_folder(folder_path):
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images = []
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for filename in os.listdir(folder_path):
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if filename.endswith(".jpg") or filename.endswith(".png"):
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image_path = os.path.join(folder_path, filename)
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image = Image.open(image_path).convert("RGBA")
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images.append(image)
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return images
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def check_overlap(positions, new_position, image_size):
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for position in positions:
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x1, y1, x2, y2 = position
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new_x1, new_y1 = new_position
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new_x2 = new_x1 + image_size[0]
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new_y2 = new_y1 + image_size[1]
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if (new_x1 < x2 and new_x2 > x1) and (new_y1 < y2 and new_y2 > y1):
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return True
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return False
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def place_images_on_background(background_image, png_images, num_images):
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bg_width, bg_height = background_image.size
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positions = []
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count = 0
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chongdie = 0
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while count < num_images:
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png_image = random.choice(png_images)
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# 旋转图像
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png_image = png_image.rotate(random.randint(1, 360), expand=True)
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png_width, png_height = png_image.size
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image_size = (png_width, png_height)
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# 尝试找到不重叠的位置
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overlapped = True
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number = 0
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while overlapped:
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number += 1
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# 随机生成位置
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x = random.randint(0, bg_width - png_width)
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y = random.randint(0, bg_height - png_height)
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new_position = (x, y)
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# 检查是否与已有图片重叠
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overlapped = check_overlap(positions, new_position, image_size)
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if number == 3:
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chongdie += 1
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overlapped = False
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# 将PNG图片粘贴到背景图片上
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background_image.paste(png_image, new_position, png_image)
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positions.append((x, y, x + png_width, y + png_height))
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count += 1
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return background_image, chongdie
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background_folder_path = "data/background"
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png_folder_path = "data/pro"
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output_folder_path = "data/result"
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num_images = 6
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os.makedirs(output_folder_path, exist_ok=True) # 创建输出文件夹
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index = 99
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sum = 0
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while sum <= 300:
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sum += 1
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background_images = load_images_from_folder(background_folder_path)
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png_images = load_images_from_folder(png_folder_path)
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for i in range(len(background_images)):
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background_image = background_images[i]
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result_image, chongdie = place_images_on_background(background_image, png_images, num_images)
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if chongdie >= 1:
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continue
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# 将图像转换为RGB模式
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result_image = result_image.convert("RGB")
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# 保存结果图片为JPEG格式
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result_image.save(f"{output_folder_path}/result{index}.jpg", "JPEG")
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index += 1
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print(index) |