Dataset Analytics

Generated on July 05, 2023 at 10:51 am.

Number of Images

1,038

Number of Annotations

9,362

Average Image Size

7.16 mp

Median Image Ratio

2448x3088
tall

Class Balance

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

Classes

all
train
valid
test
5,759
1,531
1,070
601
Under Represented
Under Represented
Under Represented
39
Under Represented
3417
959
650
347
Under Represented
Under Represented
Under Represented
29
Under Represented
1182
263
252
121
Under Represented
Under Represented
Under Represented
6
Under Represented
1160
309
168
Under Represented
133
Under Represented
Under Represented
Under Represented
4
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 (2448x3088).

17
1,021
> 1024x1024
2448px
3088px

Aspect Ratio Distribution

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

tall
821
square
40
wide
175
very wide
2
> 1.5:1

Annotation Heatmap

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

all
cable (5,759)
lightening (320)
pole (1,531)
harrow (601)
insulator (1,070)
transformer (42)
iacm (39)

Histogram of Object Count by Image

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

all
cable
lightening
pole
harrow
insulator
transformer
iacm
    462 imgs
    231
  • 1
  • 2-5
  • 6-9
  • 10-13
  • 14-17
  • 18-21
  • 22-25
  • 26-29
  • 30-33
Count of all objects

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