IPD / README.roboflow.txt
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dataset uploaded by roboflow2huggingface package
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Tiny people detection RPI - v1 2023-09-18 2:46pm
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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