如何并行处理图像
我先拍摄并保存12张原始图像(20mb左右),每一张图像需要生成6种不同算法的图像,也就是最后有72张图像,如果串行将会话费大量时间,如果使这个过程并行执行呢?我试过,但会报错?程序看起来是并行实际为串行。项目背景就是一张图有很多不同的地方测试,所以进行不同算法处理。data:image/png;base64,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
并行,设置12个循环,分别打开12张图,然后每个图片再使用copy函数,复制成6个不同的缓存,得到72个不相干的图像再处理。应该快不了什么,或者是会更慢。
建议:一个循环处理不同的图像,在循环内,可以使用6个不同的Copy图像来处理6个不同的算法,以方便查看不同算法的效果。但是不同图像之间,使用串行来处理,这样无论是12张,还是120张,都是可以处理的。不然,你如果采集1200张图像,那你难道要做1200个的并行?
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