|
|
|
Potholes Detection - v1 2023-02-19 4:37pm |
|
============================== |
|
|
|
This dataset was exported via roboflow.com on February 19, 2023 at 11:08 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 13767 images. |
|
Potholes 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) |
|
|
|
The following augmentation was applied to create 3 versions of each source image: |
|
* 50% probability of horizontal flip |
|
|
|
|
|
|