task_categories:object-detection size_categories:n<1K language:en language:fr language:de language:it language:es language:ca license:cc-by-3.0 region:us
---
license: cc-by-3.0
task_categories:
- object-detection
language:
- en
- fr
- de
- it
- es
- ca
size_categories:
- n<1K
---

Trucks Detection - v1
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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