Pascal VOC 2012 - v13 2024-05-23 5:08pm ============================== This dataset was exported via roboflow.com on May 20, 2025 at 6:48 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 30802 images. VOC are annotated in YOLOv12 format. The following pre-processing was applied to each image: * Auto-orientation of pixel data (with EXIF-orientation stripping) * Resize to 512x512 (Stretch) The following augmentation was applied to create 2 versions of each source image: * 50% probability of horizontal flip * Random rotation of between -5 and +5 degrees * Random brigthness adjustment of between -35 and +35 percent * Random Gaussian blur of between 0 and 0.75 pixels * Salt and pepper noise was applied to 3 percent of pixels