Gedeon Gbedonou
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license: cc-by-3.0

Trucks Detection - v1

This dataset was exported via roboflow.com on September 11, 2023 at 8:38 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

The dataset includes 746 images. Trucks 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)
  • Grayscale (CRT phosphor)

The following augmentation was applied to create 3 versions of each source image:

  • Random Gaussian blur of between 0 and 1.5 pixels
  • Salt and pepper noise was applied to 5 percent of pixels