Dataset Analytics

Generated on August 13, 2024 at 8:40 am.

Number of Images

1,034

Number of Annotations

2,229

Average Image Size

4.26 mp

Median Image Ratio

2688x1584
wide

Class Balance

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

Classes

all
train
valid
test
car
944
814
199
Under Represented
129
Under Represented
96
Under Represented
bus
37
Under Represented
10
Under Represented
car
944
814
199
Under Represented
129
Under Represented
96
Under Represented
bus
37
Under Represented
10
Under Represented
car
0
Missing
0
Missing
Missing
0
Missing
0
Missing
bus
0
Missing
0
Missing
car
0
Missing
0
Missing
Missing
0
Missing
0
Missing
bus
0
Missing
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 (2688x1584).

1,034
> 1024x1024
2688px
1584px

Aspect Ratio Distribution

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

wide
1,034

Annotation Heatmap

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

all
car (944)
truck (814)
motor (96)
other (129)
minibus (199)
bus (37)
tank (10)

Histogram of Object Count by Image

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

all
car
truck
motor
other
minibus
bus
tank
    518 imgs
    259
  • 1
  • 2-3
  • 4-5
  • 6-7
  • 8-9
  • 10-11
  • 12-13
Count of all objects

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