Dataset Analytics

Generated on April 08, 2024 at 12:50 pm.

Number of Images

1,008
0 missing annotations

Number of Annotations

2,016
2.0 per image (average)
Across 2 classes

Average Image Size

12.19 mp
from to 0.69 mp

Median Image Ratio

3024x4032
tall

Class Balance

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

Classes

all
train
valid
test
Eggplant
1,008
Weeds
1,008
Eggplant
762
Weeds
711
Eggplant
189
Weeds
255
Eggplant
57
Weeds
42

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 (3024x4032).

large
15
jumbo
993
> 1024x1024
3024px
4032px

Aspect Ratio Distribution

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

tall
582
wide
426

Annotation Heatmap

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

all
Eggplant (1,008)
Weeds (1,008)

Histogram of Object Count by Image

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

all
Eggplant
Weeds
    556 imgs
    278
  • 0
  • 1
  • 2-4
  • 5-7
  • 8-10
  • 11-13
  • 14-16
  • 17-19
  • 20-22
Count of all objects

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