Dataset Analytics

Generated on March 05, 2024 at 1:20 am.

Number of Images

172

Number of Annotations

8,769

Average Image Size

2.93 mp

Median Image Ratio

1718x1708
square

Class Balance

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

Classes

all
train
valid
test
3,734
2,365
1,709
961
Under Represented
2790
1606
1098
Under Represented
644
Under Represented
634
512
422
223
Under Represented
310
247
189
94
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 (1718x1708).

1
171
> 1024x1024
1718px
1708px

Aspect Ratio Distribution

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

square
169
wide
3

Annotation Heatmap

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

all
type2 (1,709)
none (3,734)
type1 (961)
type3 (2,365)

Histogram of Object Count by Image

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

all
type2
none
type1
type3
    81 imgs
    40.5
  • 1
  • 2-17
  • 18-33
  • 34-49
  • 50-65
  • 66-81
  • 82-97
  • 98-113
  • 114-129
  • 130-145
  • 146-161
Count of all objects

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