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Pen_Detection/README.dataset.txt

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+# Pen_Detection > 2024-10-14 12:42am
+https://universe.roboflow.com/penimages/pen_detection-tspyt
+
+Provided by a Roboflow user
+License: CC BY 4.0
+

Pen_Detection/README.roboflow.txt

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+
+Pen_Detection - v1 2024-10-14 12:42am
+==============================
+
+This dataset was exported via roboflow.com on October 14, 2024 at 12:43 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 100 images.
+Pens are annotated in YOLOv11 format.
+
+The following pre-processing was applied to each image:
+* Auto-orientation of pixel data (with EXIF-orientation stripping)
+* Resize to 640x640 (Stretch)
+
+No image augmentation techniques were applied.
+
+

Pen_Detection/data.yaml

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+train: ../train/images
+val: ../valid/images
+test: ../test/images
+
+nc: 1
+names: ['pen']
+
+roboflow:
+  workspace: penimages
+  project: pen_detection-tspyt
+  version: 1
+  license: CC BY 4.0
+  url: https://universe.roboflow.com/penimages/pen_detection-tspyt/dataset/1

Pen_Detection/test/labels/z5404173209870_43625de8bb56fd7180cf81f89896b762_jpg.rf.389cc22794ee110d635f5a66f2219f65.txt

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+0 0.4265625 0.40703125 0.09609375 0.5671875

Pen_Detection/test/labels/z5404173249733_cc21bf23ed6e38d747f0c612384a836a_jpg.rf.9b7dd65935dec65e3349f90bf284be67.txt

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+0 0.5015625 0.4953125 0.13125 0.659375

Pen_Detection/test/labels/z5404173735260_7e7d6099195f89e5851f0fda366ab136_jpg.rf.b88da4d3c1a14ce19b27da0c880242df.txt

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+0 0.44921875 0.5546875 0.07578125 0.44921875

Pen_Detection/test/labels/z5404174019235_aa4b497110003420ebc3bd8d6fadfff7_jpg.rf.c2840e4792e1792c9d93c83d02f1e51f.txt

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+0 0.53046875 0.45390625 0.10234375 0.4578125

Pen_Detection/test/labels/z5404174575490_0af6f0dcced725bc9d3d09226c8ff143_jpg.rf.af6b9c14f6130ff21f1593f4ba593149.txt

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+0 0.47578125 0.48515625 0.14453125 0.7828125

Pen_Detection/test/labels/z5404174718028_30bb94e42a202f3fcc139f8e25ac8f6c_jpg.rf.c2a498b589e49ba2f093aba29446f9fd.txt

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+0 0.55625 0.58203125 0.82890625 0.15390625

Pen_Detection/test/labels/z5404174820672_87c853bf962b00c04a94050392a20ec0_jpg.rf.15b0dafb38f86a54db3a2da146c09dd8.txt

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+0 0.36953125 0.596875 0.1328125 0.73359375
+0 0.6125 0.2890625 0.521875 0.24765625
+0 0.5984375 0.459375 0.43984375 0.48203125

Pen_Detection/test/labels/z5404175005184_9ca6f66113086fe55aee6edc16eb5e90_jpg.rf.069ede6113dea4a81b13724ff6cccbda.txt

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+0 0.41796875 0.31484375 0.66484375 0.1
+0 0.59453125 0.67265625 0.47890625 0.603125