Dataset Analytics

Generated on October 17, 2024 at 12:23 pm.

Number of Images

100

Number of Annotations

817

Average Image Size

3.13 mp

Median Image Ratio

2514x1244
wide

Class Balance

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

Classes

all
train
valid
test
622
Under Represented
82
Under Represented
15
Under Represented
432
Under Represented
57
Under Represented
10
Under Represented
125
Under Represented
17
Under Represented
5
Under Represented
Under Represented
8
Under Represented
0
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 (2514x1244).

100
> 1024x1024
2514px
1244px

Aspect Ratio Distribution

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

wide
100

Annotation Heatmap

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

all
solar-panel (98)
water (82)
bird-drop (622)
ground (15)

Histogram of Object Count by Image

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

all
solar-panel
water
bird-drop
ground
    30 imgs
    15
  • 1
  • 2-4
  • 5-7
  • 8-10
  • 11-13
  • 14-16
  • 17-19
  • 20-22
Count of all objects

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