Shypd.aiThe largest open index of AI toolsImage-Augmentation is an open-source tool for image augmentation designed for object detection, segmentation, and classification tasks. It helps improve machine learning model performance by increasing training dataset diversity.
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Image-Augmentation is an open-source software designed for image augmentation, specifically catering to object detection, segmentation, and classification tasks. This tool is instrumental in enhancing the performance of machine learning models by expanding the size and diversity of training datasets. It integrates the ImgAug library, offering a wide array of augmentation methods such as arithmetic, artistic, blend, blur, color, contrast, convolutional, edges, flip, geometric, imgcorruptlike, pillike, pooling, segmentation, size, and weather. The software supports various image formats including png, jpg, jpeg, ppm, bmp, pgm, tif, and tiff, and includes features like flexible design of augmentation schemes, improved compatibility, and a logging module for debugging. Regular updates address compatibility issues and expand functionality.
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