# kaggle-cats-and-dogs
采用深度学习方法进行图像识别,数据集为kaggle数据集中的猫与狗数据集。
由于自己的硬件条件,目前只是提取了2000张图像作为训练集,1000张作为验证集,1000张作为测试集,如果有朋友想用全部数据集作为训练,可以更改源码,自己训练。目前采用猫与狗数据分类识别率到达97%识别率,采用了数据增强,卷积神经网络作为分类。
同时脚本中含有基于keras框架的一些简单分类脚本,包含回归、多分类等。
没有合适的资源?快使用搜索试试~ 我知道了~
图像数据集: 图像识别,猫与狗的图像数据集学习
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共2000个文件
jpg:1992个
py:7个
md:1个
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2023-12-19
13:26:55
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图像数据集: 图像识别,猫与狗的图像数据集学习
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