Galaxy Detection w/ only large scope images - v11 2023-03-06 9:20pm ============================== This dataset was exported via roboflow.com on July 27, 2024 at 12:10 AM GMT Roboflow is an end-to-end computer vision platform that helps you * collaborate with your team on computer vision projects * collect & organize images * understand and search unstructured image data * annotate, and create datasets * export, train, and deploy computer vision models * use active learning to improve your dataset over time For state of the art Computer Vision training notebooks you can use with this dataset, visit https://github.com/roboflow/notebooks To find over 100k other datasets and pre-trained models, visit https://universe.roboflow.com The dataset includes 1212 images. Galaxy are annotated in COCO format. The following pre-processing was applied to each image: * Auto-orientation of pixel data (with EXIF-orientation stripping) * Resize to 640x640 (Stretch) The following augmentation was applied to create 3 versions of each source image: * 50% probability of horizontal flip * Random exposure adjustment of between -25 and +25 percent The following transformations were applied to the bounding boxes of each image: * Random brigthness adjustment of between -25 and +25 percent * Salt and pepper noise was applied to 5 percent of pixels