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dataset/box_dataset/README.dataset.txt

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+# Cardboard Box Defect > 2025-05-12 4:45am
+https://universe.roboflow.com/frh/cardboard-box-defect-qkrrj
+
+Provided by a Roboflow user
+License: CC BY 4.0
+

dataset/box_dataset/README.roboflow.txt

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+
+Cardboard Box Defect - v9 2025-05-12 4:45am
+==============================
+
+This dataset was exported via roboflow.com on May 16, 2025 at 10:10 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 3418 images.
+Kardus are annotated in COCO 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
+* 50% probability of vertical flip
+* Equal probability of one of the following 90-degree rotations: none, clockwise, counter-clockwise, upside-down
+* Randomly crop between 0 and 23 percent of the image
+* Random rotation of between -15 and +15 degrees
+* Random shear of between -10° to +10° horizontally and -10° to +10° vertically
+
+