Dataset Analytics

Generated on June 19, 2024 at 11:20 am.

Number of Images

104
0 missing annotations
0 null examples

Number of Annotations

183
1.8 per image (average)
Across 1 classes

Average Image Size

0.33 mp
from to 0.00 mp
to 2.46 mp

Median Image Ratio

702x465
wide

Class Balance

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

Classes

all
train
valid
test
Dog
183
Dog
99
Dog
58
Dog
26

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 (702x465).

tiny
8
< 100x100
small
5
medium
28
large
53
jumbo
10
> 1024x1024
702px
465px

Aspect Ratio Distribution

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

tall
2
square
7
wide
94
very wide
1
> 1.5:1

Annotation Heatmap

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

all
Dog (183)

Histogram of Object Count by Image

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

all
Dog
    88 imgs
    44
  • 1
  • 2-4
  • 5-7
  • 8-10
  • 11-13
  • 14-16
  • 17-19
  • 20-22
  • 23-25
Count of all objects

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