Augmented MR Images of Brain Tumor

This dataset comprises a comprehensive collection of augmented MRI images of brain tumors, organized into two distinct folders: 'Yes' and 'No'. The 'Yes' folder contains 9,828 images of brain tumors, while the 'No' folder includes 9,546 images that do not exhibit brain tumors, resulting in a total of 19,374 images. All images are in PNG format, ensuring high-quality and consistent resolution suitable for various machine learning and medical imaging research applications. Given the challenges associated with acquiring a large number of MRI images due to the high costs and limited availability, data augmentation techniques were employed to expand the dataset. This augmentation process not only enhances the volume of data but also introduces variability, which is crucial for developing robust and generalizable algorithms. This dataset is a valuable resource for researchers and practitioners working on brain tumor detection, classification, and other related areas in medical imaging and artificial intelligence.