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Railway Defect.v4i.clip/README.roboflow.txt

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+Railway Defect - v4 2023-05-19 9:12am
+==============================
+
+This dataset was exported via roboflow.com on May 22, 2023 at 5:11 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 1230 images.
+Rail-defect are annotated in clip format.
+
+The following pre-processing was applied to each image:
+* Auto-orientation of pixel data (with EXIF-orientation stripping)
+* Resize to 224x224 (Stretch)
+
+The following augmentation was applied to create 3 versions of each source image:
+* Equal probability of one of the following 90-degree rotations: none, clockwise, counter-clockwise
+* Random shear of between -15° to +15° horizontally and -15° to +15° vertically
+* Random Gaussian blur of between 0 and 2.5 pixels
+
+

Railway Defect.v4i.clip/test/_tokenization.txt

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+An example picture from the Railway Defect dataset depicting a corrugation
+An example picture from the Railway Defect dataset depicting a crack
+An example picture from the Railway Defect dataset depicting a crack, a flaking, and a spalling
+An example picture from the Railway Defect dataset depicting a crack, flakings, a spalling, and a squat
+An example picture from the Railway Defect dataset depicting a crack, flakings, spallings, and a squat
+An example picture from the Railway Defect dataset depicting a crack, a spalling, and a squat
+An example picture from the Railway Defect dataset depicting a crack, and spallings
+An example picture from the Railway Defect dataset depicting a crack, and a squat
+An example picture from the Railway Defect dataset depicting cracks
+An example picture from the Railway Defect dataset depicting cracks, a flaking, and spallings
+An example picture from the Railway Defect dataset depicting cracks, flakings, and spallings
+An example picture from the Railway Defect dataset depicting cracks, and a spalling
+An example picture from the Railway Defect dataset depicting cracks, a spalling, and a squat
+An example picture from the Railway Defect dataset depicting cracks, and spallings
+An example picture from the Railway Defect dataset depicting cracks, spallings, and a squat
+An example picture from the Railway Defect dataset depicting a flaking
+An example picture from the Railway Defect dataset depicting flakings
+An example picture from the Railway Defect dataset depicting flakings, and spallings
+An example picture from the Railway Defect dataset depicting flakings, spallings, and squats
+An example picture from the Railway Defect dataset depicting flakings, and a squat
+An example picture from the Railway Defect dataset depicting a putus, and spallings
+An example picture from the Railway Defect dataset depicting a spalling
+An example picture from the Railway Defect dataset depicting a spalling, and a squat
+An example picture from the Railway Defect dataset depicting a spalling, and squats
+An example picture from the Railway Defect dataset depicting spallings
+An example picture from the Railway Defect dataset depicting spallings, and a squat
+An example picture from the Railway Defect dataset depicting spallings, and squats
+An example picture from the Railway Defect dataset depicting a squat
+An example picture from the Railway Defect dataset depicting squats