Python Keras中的ImageDataGenerator是一个用于图像数据增强和批量生成的工具。它可以帮助我们在训练深度学习模型时有效地处理图像数据。 自定义标签是指我们可以通过ImageDataGenerator来自定义图像的标签。在深度学习中,标签是用于表示图像所属类别或属性的标识符。通过自定义标签,我们可以将图像与相应的标签关联起来...
作用:生成一个batch的图像数据,支持实时数据提升。训练时该函数会无限生成数据,直到达到规定的epoch次数为止。 Code import os from keras.preprocessing.image import ImageDataGenerator, array_to_img, img_to_array, load_img datagen = ImageDataGenerator( rotation_range=44, rescale=1./255, width_shift_rang...
否则可能会报错 ImageDataGenerator类的简单介绍: 通过实时数据增强生成张量图像数据批次,并且可以循环迭代,我们知道在Keras中,当数据量很多的时候我们需要使用model.fit_generator...简单来说就是:ImageDataGenerator()是keras.preprocessing.image模块中的图片生成器,可以每一次给模型“喂”一个batch_size大小的样本数据,...
(self.directory, fname), grayscale=grayscale, target_size=None, interpolation=self.interpolation) if self.image_data_generator.preprocessing_function: img = self.image_data_generator.preprocessing_function(img) if self.target_size is not None: width_height_tuple = (self.target_size[1], self....
A repository for a Minecraft skin generator based off of Stable Diffusion v1.5. It's trained off of Stable Diffusion and uses data scraped withhttps://github.com/RandomGamingDev/mcskins-net-scraper pythonminecraftminecraft-skinaimlpython3easy-to-usepowerfulminecraft-skinsgoogle-colabai-imagestable-...
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in the generator network to expand the size of the feature map and enhance its description of the spatial structure around the central pixel. Compared with the original CycleGAN, the proposed method achieves excellent results, which fully demonstrates the strong data-augmentation ability of the ...
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