Dataset Analytics

Generated on January 10, 2024 at 1:08 pm.

Number of Images

1,479
0 missing annotations
0 null examples

Number of Annotations

2,646
1.8 per image (average)
Across 4 classes

Average Image Size

0.31 mp
from to 0.01 mp

Median Image Ratio

640x480
wide

Class Balance

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

Classes

all
train
valid
test
3 zebra
811
1 elephant
742
2 rhino
551
0 buffalo
542
3 zebra
585
1 elephant
486
2 rhino
391
0 buffalo
380
3 zebra
174
1 elephant
153
2 rhino
96
Under Represented
0 buffalo
115
3 zebra
52
1 elephant
103
2 rhino
64
0 buffalo
47
Under Represented

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 (640x480).

small
47
medium
409
large
838
jumbo
185
> 1024x1024
640px
480px

Aspect Ratio Distribution

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

tall
101
square
29
wide
1,339
very wide
10
> 1.5:1

Annotation Heatmap

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

all
3 zebra (811)
2 rhino (551)
1 elephant (742)
0 buffalo (542)

Histogram of Object Count by Image

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

all
3 zebra
2 rhino
1 elephant
0 buffalo
    826 imgs
    413
  • 1
  • 2-4
  • 5-7
  • 8-10
  • 11-13
  • 14-16
  • 17-19
  • 20-22
  • 23-25
Count of all objects

Similar Projects

See More