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由于opencv不支持中文字符的绘制,转为Pillow绘制后再转为opencv格式对边缘设备的性能有一定负担,特别是处理图像实时检测任务时。此项目使用freetype库避免了格式的转换,缩短了时间。同时也避免了安装一些系统库什么的,比较方便。
在YOLOv8中替换卷积为DCNv3,实现有效涨点
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