Dataset Analytics

Generated on September 19, 2023 at 9:01 pm.

Number of Images

400
0 missing annotations
0 null examples

Number of Annotations

999
2.5 per image (average)
Across 5 classes

Average Image Size

0.06 mp
from to 0.02 mp
to 0.09 mp

Median Image Ratio

300x200
wide

Class Balance

Overview of the number of annotations for each class in your dataset.

Classes

all
train
valid
test
Jelly
384
fish
380
whale
119
Under Represented
shark
114
Under Represented
jelly fish
2
Under Represented
Jelly
256
fish
284
whale
84
Under Represented
shark
85
Under Represented
jelly fish
1
Under Represented
Jelly
40
fish
49
whale
8
Under Represented
shark
10
Under Represented
jelly fish
0
Missing
Jelly
88
fish
47
whale
27
Under Represented
shark
19
Under Represented
jelly fish
1
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 (300x200).

small
13
medium
387
300px
200px

Aspect Ratio Distribution

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

tall
37
square
8
wide
353
extremely wide
2
> 2.5:1

Annotation Heatmap

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

all
Jelly (384)
fish (380)
shark (114)
whale (119)
jelly fish (2)

Histogram of Object Count by Image

Overview of how many classes are annotated in each image in your dataset.

all
Jelly
fish
shark
whale
jelly fish
    260 imgs
    130
  • 1
  • 2-6
  • 7-11
  • 12-16
  • 17-21
  • 22-26
  • 27-31
  • 32-36
  • 37-41
  • 42-46
  • 47-51
Count of all objects

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