Dataset Analytics
Generated on February 27, 2024 at 5:20 pm.
Number of Images
7,892
Number of Annotations
16,277
Average Image Size
0.41 mp
Median Image Ratio
640x640
square
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
3,286
3,110
2,940
1,117
1,012
931
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Under Represented
820
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Under Represented
751
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Under Represented
690
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Under Represented
517
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Under Represented
423
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Under Represented
352
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Under Represented
328
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Under Represented
2148
2026
1909
761
688
650
550
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Under Represented
544
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Under Represented
467
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Under Represented
368
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Under Represented
289
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
239
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
236
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Under Represented
706
796
688
231
183
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Under Represented
176
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Under Represented
201
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Under Represented
138
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
167
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Under Represented
104
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
68
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Under Represented
66
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Under Represented
432
288
343
125
141
105
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Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
56
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
45
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
45
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
26
Add more images with this class to improve the model's ability to learn and predict it.
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 (640x640).
7,892
640px
640px
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
square
7,012
wide
880
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
CoastGuard (328)
container (1,012)
aircraft carrier (423)
sail boat (2,940)
canoe (3,286)
speedboat (3,110)
warship (690)
cruise (931)
fish-b (1,117)
human-Water (352)
human-drowning (751)
human-swimming (820)
submarine (517)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
CoastGuard
container
aircraft carrier
sail boat
canoe
speedboat
warship
cruise
fish-b
human-Water
human-drowning
human-swimming
submarine
-
1
-
2-7
-
8-13
-
14-19
-
20-25
-
26-31
-
32-37
-
38-43
-
44-49
-
50-55
5167 imgs
2583.5