车牌检测与识别(License Plate Detection and Recognition, LPDR) 是计算机视觉领域的一项关键技术,旨在从复杂场景图像或视频流中自动定位车辆牌照区域,并精确提取其字符信息。本项目基于先进的 YOLOv8 目标检测架构,构建了一套端到端的智能车牌识别系统。系统首先利用 YOLOv8 模型实现高精度、实时的车牌区域定位(Detection),随后通过集成的字符识别模块完成对车牌号码、颜色及省份简称等关键信息的精准OCR识别(Recognition)。
☆36Jan 5, 2026Updated 3 months ago
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