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DNF - v1 2023-06-06 3:57pm ============================== This dataset was exported via roboflow.com on June 6, 2023 at 8:01 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 649 images. Player-gold-monster-boss are annotated in YOLOv8 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: * Randomly crop between 0 and 40 percent of the image * Random brigthness adjustment of between -30 and +30 percent * Random exposure adjustment of between -20 and +20 percent * Random Gaussian blur of between 0 and 1 pixels The following transformations were applied to the bounding boxes of each image: * Salt and pepper noise was applied to 5 percent of pixels