Dataset Analytics

Generated on August 02, 2023 at 11:16 pm.

Number of Images

1,249
0 null examples

Number of Annotations

2,122
1.7 per image (average)
Across 2 classes

Average Image Size

15.93 mp
from to 1.75 mp

Median Image Ratio

4608x3648
wide

Class Balance

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

Classes

all
train
valid
test
insulator
1,705
defect
417
Under Represented
insulator
1216
defect
288
Under Represented
insulator
312
defect
84
Under Represented
insulator
177
defect
45
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 (4608x3648).

jumbo
1,249
> 1024x1024
4608px
3648px

Aspect Ratio Distribution

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

tall
168
wide
1,081

Annotation Heatmap

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

all
insulator (1,705)
defect (417)

Histogram of Object Count by Image

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

all
insulator
defect
    795 imgs
    397.5
  • 0
  • 1
  • 2-3
  • 4-5
  • 6-7
  • 8-9
  • 10-11
  • 12-13
Count of all objects

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