OPR工具的划痕自动修复功能采用深度学习算法对照片物理损伤进行智能处理。该系统首先通过神经网络检测划痕区域，然后基于上下文信息进行内容补充，最后通过细节增强恢复原始图像质量。
该功能的创新性在于：1) 采用对抗生成网络(GAN)技术，能够自然填补缺失区域 2) 结合局部和全局修复策略，保持图像整体一致性 3) 支持多种划痕类型处理，包括直线型、网状等复杂损伤。
实际操作时，用户只需添加–with_scratch参数即可启动该功能。测试表明，对于中度划痕照片，系统可恢复约85%的原始细节。该功能特别适用于老式胶片相片的数字化修复工作，能大幅提升档案数字化效率。
This answer comes from the articleOPR: the AI tool that intelligently restores yellowed, worn-out old photosThe
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