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Upload AD dataset for both yolov8 and anomalib

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  1. anomaly-detection.cardboard.anomalib/README.dataset.txt +6 -0
  2. anomaly-detection.cardboard.anomalib/README.roboflow.txt +33 -0
  3. anomaly-detection.cardboard.anomalib/data.yaml +13 -0
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anomaly-detection.cardboard.anomalib/README.dataset.txt ADDED
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+ # anomaly-detection > 2023-08-30 4:52pm
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+ https://universe.roboflow.com/t3lab/anomaly-detection-zbp45
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+
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+ Provided by a Roboflow user
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+ License: CC BY 4.0
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+
anomaly-detection.cardboard.anomalib/README.roboflow.txt ADDED
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+
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+ anomaly-detection - v2 2023-08-30 4:52pm
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+ ==============================
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+
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+ This dataset was exported via roboflow.com on August 30, 2023 at 2:58 PM GMT
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+
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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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+
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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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+
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+ To find over 100k other datasets and pre-trained models, visit https://universe.roboflow.com
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+
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+ The dataset includes 381 images.
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+ Boxes-anomaly are annotated in YOLOv8 format.
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+
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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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+
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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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+ * Random rotation of between -5 and +5 degrees
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+ * Random brigthness adjustment of between -25 and +25 percent
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+ * Random exposure adjustment of between -6 and +6 percent
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+ * Random Gaussian blur of between 0 and 1.75 pixels
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+
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+
anomaly-detection.cardboard.anomalib/data.yaml ADDED
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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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+
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+ nc: 1
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+ names: ['anomaly']
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+
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+ roboflow:
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+ workspace: t3lab
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+ project: anomaly-detection-zbp45
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+ version: 2
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+ license: CC BY 4.0
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+ url: https://universe.roboflow.com/t3lab/anomaly-detection-zbp45/dataset/2
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