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- README.dataset.txt +6 -0
- README.roboflow.txt +30 -0
- data.yaml +13 -0
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README.dataset.txt
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# Potholes Detection > 2023-02-19 4:37pm
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https://universe.roboflow.com/project-ssayl/potholes-detection-d4rma
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Provided by a Roboflow user
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License: CC BY 4.0
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README.roboflow.txt
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Potholes Detection - v1 2023-02-19 4:37pm
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==============================
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This dataset was exported via roboflow.com on February 19, 2023 at 11:08 AM GMT
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Roboflow is an end-to-end computer vision platform that helps you
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* collaborate with your team on computer vision projects
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* collect & organize images
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* understand and search unstructured image data
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* annotate, and create datasets
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* export, train, and deploy computer vision models
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* use active learning to improve your dataset over time
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For state of the art Computer Vision training notebooks you can use with this dataset,
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visit https://github.com/roboflow/notebooks
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To find over 100k other datasets and pre-trained models, visit https://universe.roboflow.com
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The dataset includes 13767 images.
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Potholes are annotated in YOLOv8 format.
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The following pre-processing was applied to each image:
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* Auto-orientation of pixel data (with EXIF-orientation stripping)
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* Resize to 640x640 (Stretch)
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The following augmentation was applied to create 3 versions of each source image:
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* 50% probability of horizontal flip
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data.yaml
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train: ../train/images
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val: ../valid/images
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test: ../test/images
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nc: 1
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names: ['0']
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roboflow:
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workspace: project-ssayl
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project: potholes-detection-d4rma
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version: 1
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license: CC BY 4.0
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url: https://universe.roboflow.com/project-ssayl/potholes-detection-d4rma/dataset/1
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