extra_nckh

extra_nckh/README.dataset.txt

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+# Helmet Detection Project > 2023-06-02 11:52pm
+https://universe.roboflow.com/nckh-2023/helmet-detection-project
+
+Provided by a Roboflow user
+License: MIT
+

extra_nckh/README.roboflow.txt

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+
+Helmet Detection Project - v19 2023-06-02 11:52pm
+==============================
+
+This dataset was exported via roboflow.com on June 2, 2023 at 5:00 PM 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 1803 images.
+Helmet-motorbike 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 1280x720 (Stretch)
+
+The following augmentation was applied to create 3 versions of each source image:
+* Random rotation of between -5 and +5 degrees
+* Random shear of between -5° to +5° horizontally and -5° to +5° vertically
+* Random brigthness adjustment of between -20 and +20 percent
+* Salt and pepper noise was applied to 5 percent of pixels
+
+

extra_nckh/data.yaml

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+names:
+- helmet
+- license_plate
+- motorcyclist
+nc: 3
+roboflow:
+  license: MIT
+  project: helmet-detection-project
+  url: https://universe.roboflow.com/nckh-2023/helmet-detection-project/dataset/19
+  version: 19
+  workspace: nckh-2023
+test: ../test/images
+train: ../train/images
+val: ../valid/images