Dataset Analytics

Generated on May 28, 2024 at 10:14 pm.

Number of Images

510

Number of Annotations

755
1.5 per image (average)
Across 2 classes

Average Image Size

12.53 mp
from to 2.07 mp

Median Image Ratio

3072x4080
tall

Class Balance

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

Classes

all
train
valid
test
ball
455
ball1
300
ball
361
ball1
228
ball
94
ball1
72
ball
0
Missing
ball1
0
Missing

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 (3072x4080).

jumbo
510
> 1024x1024
3072px
4080px

Aspect Ratio Distribution

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

tall
477
wide
33

Annotation Heatmap

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

all
ball1 (300)
ball (455)

Histogram of Object Count by Image

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

all
ball1
ball
    261 imgs
    130.5
  • 0
  • 1
  • 2
  • 3
  • 4
Count of all objects

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