Dataset Analytics

Generated on August 20, 2024 at 5:54 am.

Number of Images

508
0 missing annotations
0 null examples

Number of Annotations

703
1.4 per image (average)
Across 2 classes

Average Image Size

1.23 mp
from to 0.05 mp
to 2.30 mp

Median Image Ratio

960x960
square

Class Balance

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

Classes

all
train
valid
test
Ball
432
Box
271
Ball
305
Box
191
Ball
82
Box
59
Ball
45
Box
21
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 (960x960).

small
1
medium
245
large
2
jumbo
260
> 1024x1024
960px
960px

Aspect Ratio Distribution

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

tall
231
square
152
wide
122
very wide
3
> 1.5:1

Annotation Heatmap

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

all
Ball (432)
Box (271)

Histogram of Object Count by Image

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

all
Ball
Box
    458 imgs
    229
  • 1
  • 2-3
  • 4-5
  • 6-7
  • 8-9
  • 10-11
  • 12-13
Count of all objects

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