Dataset Analytics

Generated on July 06, 2023 at 5:21 pm.

Number of Images

116
0 missing annotations
0 null examples

Number of Annotations

243
2.1 per image (average)
Across 3 classes

Average Image Size

0.30 mp
from to 0.05 mp
to 0.46 mp

Median Image Ratio

696x428
wide

Class Balance

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

Classes

all
train
valid
test
car
103
moto
74
bicicleta
66
car
56
moto
51
bicicleta
43
car
45
moto
21
bicicleta
13
Under Represented
car
2
Under Represented
moto
2
Under Represented
bicicleta
10

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 (696x428).

medium
42
large
74
696px
428px

Aspect Ratio Distribution

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

tall
2
square
12
wide
101
very wide
1
> 1.5:1

Annotation Heatmap

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

all
bicicleta (66)
moto (74)
car (103)

Histogram of Object Count by Image

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

all
bicicleta
moto
car
    73 imgs
    36.5
  • 1
  • 2-4
  • 5-7
  • 8-10
  • 11-13
  • 14-16
  • 17-19
  • 20-22
Count of all objects

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