Dataset Analytics

Generated on March 11, 2024 at 7:12 am.

Number of Images

5,207

Number of Annotations

216,928

Average Image Size

3.15 mp

Median Image Ratio

2048x1536
wide

Class Balance

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

Classes

all
train
valid
test
1
125,150
2
41,622
0
40,189
Under Represented
3
9,967
Under Represented
1
93426
2
31405
0
30234
Under Represented
3
7451
Under Represented
1
19412
2
6132
Under Represented
0
6064
Under Represented
3
1535
Under Represented
1
12312
2
4085
0
3891
Under Represented
3
981
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 (2048x1536).

70
5,137
> 1024x1024
2048px
1536px

Aspect Ratio Distribution

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

tall
108
wide
5,099

Annotation Heatmap

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

0 (40,189)
1 (125,150)
2 (41,622)
3 (9,967)
all

Histogram of Object Count by Image

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

0
1
2
3
all
    2131 imgs
    1065.5
  • 1
  • 2-23
  • 24-45
  • 46-67
  • 68-89
  • 90-111
  • 112-133
  • 134-155
  • 156-177
  • 178-199
  • 200-221
Count of all objects

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