Upload 283 files

This is the dataset for the cleanerbot detection task. It contains 346 images in YOLOv8 format.

dataset2/README.dataset.txt

@@ -0,0 +1,6 @@
+# CleanerBots > 2024-12-21 5:38am
+https://universe.roboflow.com/operats/cleanerbots
+
+Provided by a Roboflow user
+License: CC BY 4.0
+

dataset2/README.roboflow.txt

@@ -0,0 +1,37 @@
+
+CleanerBots - v1 2024-12-21 5:38am
+==============================
+
+This dataset was exported via roboflow.com on December 20, 2024 at 9:39 PM 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 346 images.
+CleanerBots 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
+* Random shear of between -10° to +10° horizontally and -10° to +10° vertically
+* Random brigthness adjustment of between -15 and +15 percent
+* Random exposure adjustment of between -10 and +10 percent
+* Random Gaussian blur of between 0 and 2.5 pixels
+* Salt and pepper noise was applied to 0.1 percent of pixels
+
+

dataset2/data.yaml

@@ -0,0 +1,13 @@
+train: ../train/images
+val: ../valid/images
+test: ../test/images
+
+nc: 2
+names: ['base-station', 'cleaner-bot']
+
+roboflow:
+  workspace: operats
+  project: cleanerbots
+  version: 1
+  license: CC BY 4.0
+  url: https://universe.roboflow.com/operats/cleanerbots/dataset/1

dataset2/test/labels/cleaner_014_jpg.rf.c4fbd0b6ea80b27a4da2cb1190f9af1c.txt

@@ -0,0 +1,16 @@
+1 0.82578125 0.62109375 0.0875 0.11640625
+1 0.7125 0.915625 0.0765625 0.15859375
+1 0.64765625 0.5265625 0.0578125 0.0484375
+1 0.20078125 0.084375 0.10078125 0.1265625
+1 0.0515625 0.90546875 0.1015625 0.16015625
+1 0.54609375 0.41484375 0.09453125 0.1640625
+1 0.71640625 0.165625 0.065625 0.16640625
+1 0.459375 0.14921875 0.08046875 0.17265625
+1 0.46171875 0.39296875 0.071875 0.153125
+1 0.95078125 0.14609375 0.0984375 0.1390625
+1 0.43828125 0.88203125 0.109375 0.1359375
+1 0.20703125 0.42578125 0.08046875 0.146875
+1 0.07734375 0.625 0.1 0.12890625
+1 0.94921875 0.92265625 0.10078125 0.1484375
+1 0.84296875 0.34140625 0.078125 0.0953125
+1 0.3390625 0.609375 0.08359375 0.10859375

dataset2/test/labels/cleaner_015_jpg.rf.22ef4ce59ec6464ea17dbc804fb2b9ee.txt

@@ -0,0 +1,13 @@
+1 0.940625 0.37265625 0.11875 0.43125
+1 0.465625 0.378125 0.27734375 0.38125
+1 0.9125 0.7921875 0.1734375 0.415625
+1 0.36875 0.10703125 0.19375 0.21328125
+1 0.7359375 0.49921875 0.2984375 0.4203125
+1 0.7921875 0.19140625 0.25546875 0.328125
+1 0.56328125 0.1359375 0.2171875 0.27109375
+1 0.303125 0.73203125 0.35625 0.5359375
+1 0.1046875 0.60078125 0.209375 0.4984375
+1 0.23984375 0.27734375 0.2546875 0.34609375
+1 0.08984375 0.18671875 0.17890625 0.33671875
+1 0.64609375 0.83515625 0.4140625 0.3296875
+1 0.19296875 0.0640625 0.16953125 0.12734375

dataset2/test/labels/cleaner_016_jpg.rf.d88f5c61e11dfa5535464364d531a066.txt

@@ -0,0 +1,10 @@
+0 0.30390625 0.62109375 0.128125 0.496875
+1 0.2953125 0.79921875 0.1078125 0.09921875
+0 0.8796875 0.61953125 0.14453125 0.490625
+1 0.67890625 0.765625 0.1171875 0.17109375
+0 0.5046875 0.6265625 0.11640625 0.55234375
+1 0.87265625 0.7609375 0.10078125 0.134375
+0 0.11171875 0.62109375 0.15078125 0.48984375
+0 0.6984375 0.61640625 0.159375 0.48203125
+1 0.10546875 0.7609375 0.10625 0.14140625
+1 0.50703125 0.82890625 0.1015625 0.08671875

dataset2/test/labels/cleaner_029_jpg.rf.38134852f5bb23fdcd4b12ac94293463.txt

@@ -0,0 +1 @@
+1 0.4875 0.47421875 0.840625 0.875

dataset2/test/labels/cleaner_033_jpg.rf.4e66b0a32d4b53e19840dd4b8043404e.txt

@@ -0,0 +1,2 @@
+0 0.49296875 0.6375 0.64140625 0.70859375
+1 0.53046875 0.8359375 0.4078125 0.234375

dataset2/test/labels/cleaner_050_jpg.rf.7c0b20d31dc5a891e3eb62573da293d8.txt

@@ -0,0 +1,2 @@
+0 0.49765625 0.471875 0.78984375 0.87734375
+1 0.425 0.80625 0.625 0.178125

dataset2/test/labels/cleaner_052_jpg.rf.79b1eaeaad62e5310e9e8432e2350c34.txt

@@ -0,0 +1 @@
+1 0.55625 0.5921875 0.6671875 0.5671875

dataset2/test/labels/cleaner_053_jpg.rf.96090c5c9a278738f751ce54ee987376.txt

@@ -0,0 +1,2 @@
+1 0.390625 0.76875 0.6234375 0.2453125
+0 0.44609375 0.490625 0.8921875 0.93515625

dataset2/test/labels/cleaner_061_jpg.rf.384e44827293309bd750b52a7959dc2a.txt

@@ -0,0 +1,2 @@
+1 0.4453125 0.7453125 0.49453125 0.2421875
+0 0.47109375 0.49765625 0.73828125 0.88359375

dataset2/test/labels/cleaner_127_jpg.rf.36f40f22e66f07e815f939f901468dff.txt

@@ -0,0 +1 @@
+1 0.50234375 0.56640625 0.4203125 0.42421875