机器学习课上的数字图像处理小demo

上传者: 60567426 | 上传时间: 2022-11-26 14:29:15 | 文件大小: 11.03MB | 文件类型: RAR
fenlei.py可以对image中的所有图片进行颜色直方图的特征提取,以及单行的梯度的特征提取,最后合并成多个特征向量(每张图片产生一个),这些向量将会存在result.txt中,图片的种类会存在label.txt中,而main.py就是提供test文件夹的一张图片去按照上述方法获取特征向量后,再跟result.txt的所有向量作比较获取最接近的那个向量,那个向量对应图片的种类即是预测的种类,并写在val.txt中。 采用了GPU获取特征向量集

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