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README.dataset.txt

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+# Pills Detection > 2024-09-09 6:10am
+https://universe.roboflow.com/custom-object-detection-yolov8/pills-detection-or3yu
+
+Provided by a Roboflow user
+License: CC BY 4.0
+

README.roboflow.txt

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+
+Pills Detection - v4 2024-09-09 6:10am
+==============================
+
+This dataset was exported via roboflow.com on September 9, 2024 at 6:15 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 682 images.
+Medicine-Pills are annotated in YOLOv8 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
+* Random rotation of between -15 and +15 degrees
+
+

data.yaml

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+train: ../train/images
+val: ../valid/images
+test: ../test/images
+
+nc: 1
+names: ['Medicine-Pills']
+
+roboflow:
+  workspace: custom-object-detection-yolov8
+  project: pills-detection-or3yu
+  version: 4
+  license: CC BY 4.0
+  url: https://universe.roboflow.com/custom-object-detection-yolov8/pills-detection-or3yu/dataset/4

test/labels/0_ref_bottom_bmp.rf.a2411beae01413b8977c664866c91e11.txt

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+0 0.53671875 0.53984375 0.11328125 0.11328125

test/labels/0_top_5_jpg.rf.e41fb90052a2ca093df598e47238124f.txt

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+0 0.5015625 0.53984375 0.15703125 0.153125

test/labels/blue_pills360_281x228_jpg.rf.81145e422ce938f64f87691244b101fc.txt

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+0 0.48046875 0.4234375 0.2421875 0.25859375
+0 0.70078125 0.403125 0.2421875 0.2546875

test/labels/furon_40_mg_s_028_jpg.rf.72e2a34ff5c9cc5017cb9cc925f6c7c4.txt

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+0 0.4078125 0.46328125 0.05 0.090625

test/labels/hand-holding-medicinal-tablet-blink-images_jpg.rf.5715a23a9c3a6f8ef8b98a2f7d264c35.txt

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+0 0.50703125 0.74609375 0.07109375 0.0953125

test/labels/jutavit_c_vitamin_u_007_jpg.rf.94f73fb0c05ff2246d246e8683b6e5c9.txt

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+0 0.77578125 0.31484375 0.1421875 0.12890625

test/labels/medication_jpg.rf.5dc700337c98d173319e3d9fd0b22770.txt

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+0 0.484375 0.48203125 0.04296875 0.1140625
+0 0.4421875 0.44296875 0.04765625 0.1140625
+0 0.415625 0.5234375 0.0515625 0.08984375

test/labels/medicine-100-_jpg.rf.a6d01a22f6527f47324495d39c376aab.txt

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+0 0.57265625 0.528125 0.1890625 0.2109375
+0 0.5203125 0.73046875 0.19375 0.2
+0 0.42109375 0.6265625 0.140625 0.1359375
+0 0.46875 0.4453125 0.0609375 0.2203125
+0 0.56796875 0.3859375 0.15 0.16328125

test/labels/medicine-12-_jpg.rf.a7f7e3635a0b690ed2b8da64efdfe7da.txt

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+0 0.2671875 0.6015625 0.09453125 0.071875
+0 0.45078125 0.49296875 0.09140625 0.06640625
+0 0.4234375 0.59453125 0.09296875 0.06875
+0 0.61953125 0.5328125 0.08984375 0.06875
+0 0.44375 0.6625 0.090625 0.07265625
+0 0.53359375 0.61015625 0.0921875 0.07109375
+0 0.51640625 0.5390625 0.09140625 0.06953125
+0 0.42890625 0.41171875 0.08984375 0.06796875

test/labels/medicine-38-_jpg.rf.23b22f9fd4f3d2b0b3b72755ff8796df.txt

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+0 0.346875 0.56875 0.1359375 0.17265625
+0 0.4734375 0.49609375 0.046875 0.0546875
+0 0.540625 0.48984375 0.0703125 0.05
+0 0.596875 0.515625 0.0625 0.03984375
+0 0.584375 0.47421875 0.05859375 0.05390625
+0 0.4296875 0.515625 0.0890625 0.11640625
+0 0.34921875 0.696875 0.1171875 0.11015625

test/labels/medicine-39-_jpg.rf.ec78b3f01a22702649a87973c31afade.txt

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+0 0.51015625 0.67265625 0.11328125 0.1703125
+0 0.37109375 0.4734375 0.0625 0.08359375
+0 0.4625 0.43515625 0.09765625 0.14140625
+0 0.36484375 0.5734375 0.0625 0.11953125
+0 0.54921875 0.52890625 0.0859375 0.1890625
+0 0.471875 0.56015625 0.03828125 0.09765625
+0 0.503125 0.53515625 0.05625 0.1140625
+0 0.428125 0.59375 0.06328125 0.2484375

test/labels/medicine-40-_jpg.rf.a8658b1fff76edd7d1cd6eaa27c1115f.txt

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+0 0.5078125 0.6828125 0.54453125 0.45234375

test/labels/nootropil_1200_mg_s_043_jpg.rf.a58b2af4c8181e32aa1c13fc5bb3c60b.txt

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+0 0.390625 0.31015625 0.103125 0.25078125

test/labels/semicillin_500_mg_s_025_jpg.rf.ccbe162cdc4f20f78a729daba5ab58a7.txt

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+0 0.73984375 0.3703125 0.06171875 0.26015625