Dataset Analytics

Generated on August 06, 2023 at 6:52 pm.

Number of Images

474

Number of Annotations

3,232

Average Image Size

12.19 mp

Median Image Ratio

3024x4032
tall

Class Balance

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

Classes

all
train
valid
test
car
1,374
791
670
van
195
Under Represented
125
Under Represented
Bus
42
Under Represented
27
Under Represented
6
Under Represented
Under Represented
car
967
560
442
van
142
Under Represented
86
Under Represented
Bus
34
Under Represented
19
Under Represented
3
Under Represented
Under Represented
car
257
145
160
van
28
Under Represented
29
Under Represented
Bus
6
Under Represented
5
Under Represented
1
Under Represented
Missing
car
150
86
68
van
25
Under Represented
10
Under Represented
Bus
2
Under Represented
3
Under Represented
2
Under Represented
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 (3024x4032).

1
473
> 1024x1024
3024px
4032px

Aspect Ratio Distribution

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

tall
474

Annotation Heatmap

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

all
car (1,374)
van (195)
plate (791)
person (670)
face (125)
lorry (27)
Bus (42)
bike (6)
Fire Engine (2)

Histogram of Object Count by Image

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

all
car
van
plate
person
face
lorry
Bus
bike
Fire Engine
    146 imgs
    73
  • 0
  • 1
  • 2-4
  • 5-7
  • 8-10
  • 11-13
  • 14-16
  • 17-19
  • 20-22
Count of all objects

Similar Projects

See More