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garment-segmentation:使用ML创建可以覆盖原始人体模特穿戴图像的服装裁剪蒙版,从而可以轻松裁剪服装
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2021-05-09
18:27:46
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服装细分 该项目的目的是生成一个服装裁剪蒙版,该蒙版可以覆盖原始的人体模特穿戴图像,从而提供一种简便的裁剪服装的方法,如下所示。 作为我们问题的解决方案,我们将开发一个能够预测给定像素是背景还是衣服的深层神经网络。 简而言之,这是每个像素的二进制分类问题。 先决条件/要求 水蟒3 带有TF后端的keras 2.0 斯克莱恩 skimage matplotlib tqdm 球状 复制 h5py 适用于python的opencv 谢谢: 该解决方案的灵感来自于和。 我非常感谢他们俩分享他们的工作。 用法 结构和内容 输入数据 输入数据位于输入文件夹中,并且包含两个数据集: 演示集,其中包含3个视点中的6件服装。 这是为了尝试使用提供的脚本 images_front_200,可用于训练等。两个文件夹都包含“原始文件夹”中的原始图像,photoshop在“ cutout文件夹”中
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