Dataset Analytics

Generated on November 03, 2023 at 1:33 am.

Number of Images

3,071

Number of Annotations

15,464

Average Image Size

0.06 mp

Median Image Ratio

240x240
square

Class Balance

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

Classes

all
train
valid
test
0
4,133
2
2,089
1
1,790
9
1,044
Under Represented
8
988
Under Represented
3
981
Under Represented
6
926
Under Represented
4
908
Under Represented
7
908
Under Represented
5
856
Under Represented
N
841
Under Represented
0
3516
2
1759
1
1499
9
880
Under Represented
8
848
Under Represented
3
844
Under Represented
6
793
Under Represented
4
774
Under Represented
7
760
Under Represented
5
725
Under Represented
N
692
Under Represented
0
603
2
323
1
271
9
164
8
140
Under Represented
3
137
Under Represented
6
133
Under Represented
4
134
Under Represented
7
148
Under Represented
5
131
Under Represented
N
149
Under Represented
0
14
2
7
1
20
9
0
Missing
8
0
Missing
3
0
Missing
6
0
Missing
4
0
Missing
7
0
Missing
5
0
Missing
N
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 (240x240).

3,000
71
240px
240px

Aspect Ratio Distribution

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

square
3,000
wide
71

Annotation Heatmap

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

0 (4,133)
1 (1,790)
2 (2,089)
3 (981)
4 (908)
5 (856)
6 (926)
7 (908)
8 (988)
9 (1,044)
all
N (841)

Histogram of Object Count by Image

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

0
1
2
3
4
5
6
7
8
9
all
N
    2921 imgs
    1460.5
  • 1
  • 2
  • 3
  • 4
  • 5
  • 6
  • 7
Count of all objects

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