58 lines
2.1 KiB
Python
58 lines
2.1 KiB
Python
import os
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import cv2
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# ----------------------------
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# 配置
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# ----------------------------
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SOURCE_ROOT_DIR = "/media/hx/04e879fa-d697-4b02-ac7e-a4148876ebb0/dataset/1/11c" # 原始图片根目录
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TARGET_ROOT_DIR = "/media/hx/04e879fa-d697-4b02-ac7e-a4148876ebb0/dataset/1/11cc" # 输出根目录
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CLASSES = ["class0", "class1", "class2", "class3", "class4"] # 类别列表
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TARGET_SIZE = 640 # resize 尺寸
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SUBSETS = ["train", "val", "test"]
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# ----------------------------
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# 全局 ROI (x, y, w, h)
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# ----------------------------
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#GLOBAL_ROI = [445,540,931,319]#cls_yiliao
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GLOBAL_ROI = [604,182,594,252]
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# ----------------------------
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# 主处理函数
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# ----------------------------
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def process_images():
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x, y, w, h = GLOBAL_ROI
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for subset in SUBSETS:
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for class_dir in CLASSES:
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src_dir = os.path.join(SOURCE_ROOT_DIR, subset, class_dir)
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tgt_dir = os.path.join(TARGET_ROOT_DIR, subset, class_dir)
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os.makedirs(tgt_dir, exist_ok=True)
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if not os.path.exists(src_dir):
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print(f"警告: 源目录 {src_dir} 不存在，跳过")
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continue
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for file in os.listdir(src_dir):
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if not (file.endswith(".jpg") or file.endswith(".png")):
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continue
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img_path = os.path.join(src_dir, file)
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img = cv2.imread(img_path)
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if img is None:
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print(f"❌ 无法读取图片: {img_path}")
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continue
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h_img, w_img = img.shape[:2]
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x1, y1 = max(0, x), max(0, y)
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x2, y2 = min(w_img, x + w), min(h_img, y + h)
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cropped = img[y1:y2, x1:x2]
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if cropped.size == 0:
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print(f"❌ 裁剪结果为空: {file}")
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continue
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resized = cv2.resize(cropped, (TARGET_SIZE, TARGET_SIZE))
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tgt_path = os.path.join(tgt_dir, file)
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cv2.imwrite(tgt_path, resized)
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print(f"✅ 图片处理完成: {subset}/{class_dir}/{file}")
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if __name__ == "__main__":
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process_images() |