File size: 1,311 Bytes
4aec081 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 |
Tiny people detection RPI - v1 2023-09-18 2:46pm ============================== This dataset was exported via roboflow.com on February 10, 2024 at 7:28 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 1838 images. People 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: * Randomly crop between 0 and 67 percent of the image * Salt and pepper noise was applied to 4 percent of pixels The following transformations were applied to the bounding boxes of each image: * Random shear of between -5° to +5° horizontally and -5° to +5° vertically |