Dataset Analytics

Generated on September 20, 2023 at 11:57 am.

Number of Images

40
0 missing annotations
0 null examples

Number of Annotations

44
1.1 per image (average)
Across 2 classes

Average Image Size

0.19 mp
from to 0.01 mp
to 0.25 mp

Median Image Ratio

480x374
wide

Class Balance

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

Classes

all
train
valid
test
cat
23
dog
21
cat
17
dog
15
cat
4
dog
4
cat
2
dog
2

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 (480x374).

tiny
1
< 100x100
small
2
medium
37
480px
374px

Aspect Ratio Distribution

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

tall
9
square
5
wide
26

Annotation Heatmap

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

all
cat (23)
dog (21)

Histogram of Object Count by Image

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

all
cat
dog
    36 imgs
    18
  • 1
  • 2
Count of all objects

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