Dataset Analytics

Generated on June 02, 2024 at 4:37 pm.

Number of Images

573
0 null examples

Number of Annotations

1,474
2.6 per image (average)
Across 4 classes

Average Image Size

12.19 mp
from to 12.19 mp

Median Image Ratio

3024x4032
tall

Class Balance

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

Classes

all
train
valid
test
Yellow Cigarette
1,018
White Cigarette
240
Under Represented
Brown Cigarette
127
Under Represented
Cigarette
89
Under Represented
Yellow Cigarette
695
White Cigarette
151
Under Represented
Brown Cigarette
90
Under Represented
Cigarette
59
Under Represented
Yellow Cigarette
243
White Cigarette
76
Brown Cigarette
25
Under Represented
Cigarette
19
Under Represented
Yellow Cigarette
80
White Cigarette
13
Under Represented
Brown Cigarette
12
Under Represented
Cigarette
11
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 (3024x4032).

jumbo
573
> 1024x1024
3024px
4032px

Aspect Ratio Distribution

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

tall
569
wide
4

Annotation Heatmap

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

all
Yellow Cigarette (1,018)
Cigarette (89)
White Cigarette (240)
Brown Cigarette (127)

Histogram of Object Count by Image

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

all
Yellow Cigarette
Cigarette
White Cigarette
Brown Cigarette
    269 imgs
    134.5
  • 0
  • 1
  • 2-6
  • 7-11
  • 12-16
  • 17-21
  • 22-26
  • 27-31
  • 32-36
  • 37-41
Count of all objects

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