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Upload AD dataset for both yolov8 and anomalib
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- anomaly-detection.cardboard.anomalib/README.dataset.txt +6 -0
- anomaly-detection.cardboard.anomalib/README.roboflow.txt +33 -0
- anomaly-detection.cardboard.anomalib/data.yaml +13 -0
- anomaly-detection.cardboard.anomalib/test/defect/20230522124933_png.rf.772ed368a13a7581d41b25f229af4fcd.jpg +3 -0
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- anomaly-detection.cardboard.anomalib/train/defect/20230522124908_png.rf.432041428ac5834ffc013662bff53cee.jpg +3 -0
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- anomaly-detection.cardboard.anomalib/train/defect/20230522125048_png.rf.adee278462daa8bec2ab7b250ed124bb.jpg +3 -0
anomaly-detection.cardboard.anomalib/README.dataset.txt
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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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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
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anomaly-detection - v2 2023-08-30 4:52pm
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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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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 381 images.
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Boxes-anomaly 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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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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anomaly-detection.cardboard.anomalib/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: ['anomaly']
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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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