Dataset Analytics
Generated on April 07, 2024 at 11:45 am.
Number of Images
9,898
Number of Annotations
22,767
Average Image Size
0.19 mp
Median Image Ratio
500x375
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
9,733
1,762
1,342
902
887
825
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Under Represented
731
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Under Represented
690
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Under Represented
626
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Under Represented
566
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Under Represented
554
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Under Represented
524
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Under Represented
513
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Under Represented
488
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Under Represented
482
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Under Represented
465
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Under Represented
460
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Under Represented
425
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Under Represented
398
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Under Represented
394
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Under Represented
6702
1229
926
641
589
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Under Represented
536
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Under Represented
554
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Under Represented
492
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Under Represented
433
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Under Represented
409
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Under Represented
380
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Under Represented
343
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Under Represented
375
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Under Represented
342
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
341
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Under Represented
315
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Under Represented
330
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Under Represented
311
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Under Represented
284
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Under Represented
260
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Under Represented
2087
308
271
167
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Under Represented
194
193
110
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Under Represented
131
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Under Represented
119
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Under Represented
107
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
108
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
105
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
102
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Under Represented
93
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
91
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
107
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
92
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Under Represented
74
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Under Represented
66
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Under Represented
89
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Under Represented
944
225
145
94
104
96
67
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Under Represented
67
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Under Represented
74
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Under Represented
50
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
66
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Under Represented
76
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Under Represented
36
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Under Represented
53
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Under Represented
50
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Under Represented
43
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Under Represented
38
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Under Represented
40
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
48
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Under Represented
45
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Under Represented
Dimension Insights
Overview of the sizes and aspect ratios of the images in your dataset.
Size Distribution
Sizes are based on the number of pixels in your images.
The purple box indicates the median width by median height image (500x375).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
2,162
square
149
wide
7,555
very wide
25
> 1.5:1
extremely wide
7
> 2.5:1
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
person (9,733)
sofa (488)
tvmonitor (524)
bottle (887)
dog (902)
bird (825)
sheep (566)
car (1,342)
aeroplane (554)
cat (731)
motorbike (482)
pottedplant (690)
chair (1,762)
bicycle (513)
bus (425)
diningtable (460)
train (398)
cow (394)
boat (626)
horse (465)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
person
sofa
tvmonitor
bottle
dog
bird
sheep
car
aeroplane
cat
motorbike
pottedplant
chair
bicycle
bus
diningtable
train
cow
boat
horse
-
0
-
1
-
2-6
-
7-11
-
12-16
-
17-21
-
22-26
-
27-31
-
32-36
-
37-41
-
42-46
5040 imgs
2520