Dataset Analytics

Generated on November 26, 2023 at 1:27 pm.

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
16,640
0
5,152
1,555
Under Represented
300
Under Represented
238
Under Represented
163
Under Represented
Under Represented
13585
0
3997
1276
Under Represented
210
Under Represented
195
Under Represented
118
Under Represented
Under Represented
1831
0
726
Under Represented
58
Under Represented
29
Under Represented
33
Under Represented
Missing
1224
0
429
Under Represented
32
Under Represented
14
Under Represented
12
Under Represented
Missing

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).

211
8,779
640px
640px

Aspect Ratio Distribution

The aspect ratio of your images compares the width vs. the height of your images.

square
6,880
wide
2,110

Annotation Heatmap

Overview of where your annotations are located in the images in your dataset.

0 (5,152)
all
object (238)
Oil spill (16,640)
Ship (300)
Look-alike (1,555)
Land (163)
Off-shore structure (1)

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