Dataset Analytics

Generated on March 11, 2024 at 6:55 am.

Number of Images

893

Number of Annotations

5,243

Average Image Size

0.05 mp

Median Image Ratio

275x183
wide

Class Balance

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

Classes

all
train
valid
test
1,930
779
602
519
329
Under Represented
Under Represented
Under Represented
253
Under Represented
139
Under Represented
Under Represented
1430
486
466
393
249
Under Represented
Under Represented
Under Represented
207
Under Represented
100
Under Represented
Under Represented
0
Missing
0
Missing
0
Missing
0
Missing
Missing
Missing
Missing
0
Missing
0
Missing
Missing
500
293
136
126
Under Represented
Under Represented
Under Represented
46
Under Represented
39
Under Represented
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 (275x183).

9
879
4
1
> 1024x1024
275px
183px

Aspect Ratio Distribution

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

tall
66
square
81
wide
721
very wide
24
> 1.5:1
extremely wide
1
> 2.5:1

Annotation Heatmap

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

all
beetle (602)
aphid (1,930)
slug (139)
weevil (253)
thrips (779)
caterpillar (267)
sowbug (519)
spidermites (319)
leafhopper (106)
mealybug (329)

Histogram of Object Count by Image

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

all
beetle
aphid
slug
weevil
thrips
caterpillar
sowbug
spidermites
leafhopper
mealybug
    403 imgs
    201.5
  • 1
  • 2-8
  • 9-15
  • 16-22
  • 23-29
  • 30-36
  • 37-43
  • 44-50
  • 51-57
  • 58-64
  • 65-71
Count of all objects

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