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beethogedeon/Trucks-Detection-Yolov8

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… See the full description on the dataset page: https://huggingface.co/datasets/beethogedeon/Trucks-Detection-Yolov8.

sourceHugging Facecc-by-3.0updated 3y agoView on Hugging Face
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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