Dataset Analytics

Generated on November 15, 2023 at 10:40 pm.

Number of Images

34

Number of Annotations

438

Average Image Size

2.07 mp

Median Image Ratio

1920x1080
wide

Class Balance

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

Classes

all
train
valid
test
1
186
0
164
2
67
Under Represented
3
21
Under Represented
1
131
0
116
2
46
Under Represented
3
21
Under Represented
1
37
0
37
2
15
Under Represented
3
0
Missing
1
18
0
11
2
6
Under Represented
3
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.

All images are the same size, 1920x1080.

Aspect Ratio Distribution

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

wide
34

Annotation Heatmap

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

0 (164)
1 (186)
2 (67)
3 (21)
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
    11 imgs
    5.5
  • 1
  • 2-3
  • 4-5
  • 6-7
  • 8-9
  • 10-11
  • 12-13
  • 14-15
  • 16-17
  • 18-19
Count of all objects

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