Dataset Analytics

Generated on August 19, 2022 at 8:50 pm.

Number of Images

13,494
0 missing annotations

Number of Annotations

24,981
1.9 per image (average)
Across 14 classes

Average Image Size

0.70 mp
from to 0.03 mp

Median Image Ratio

952x683
wide

Class Balance

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

Classes

logo
4,945
animal
4,636
accessory
3,792
car
2,014
thing
1,707
man
1,403
woman
1,134
Under Represented
pet
1,080
Under Represented
Important places
1,005
Under Represented
sport
836
Under Represented
Drinks
725
Under Represented
vehicle
629
Under Represented
food
552
Under Represented
plant
523
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 (952x683).

small
2
medium
1,751
large
9,608
jumbo
2,133
> 1024x1024
952px
683px

Aspect Ratio Distribution

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

tall
2,611
square
1,534
wide
9,291
very wide
55
> 1.5:1
extremely wide
3
> 2.5:1

Annotation Heatmap

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

all
accessory (3,792)
man (1,403)
woman (1,134)
thing (1,707)
car (2,014)
vehicle (629)
sport (836)
Drinks (725)
logo (4,945)
plant (523)
pet (1,080)
Important places (1,005)
animal (4,636)
food (552)

Histogram of Object Count by Image

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

all
accessory
man
woman
thing
car
vehicle
sport
Drinks
logo
plant
pet
Important places
animal
food
    8350 imgs
    4175
  • 0
  • 1
  • 2-3
  • 4-5
  • 6-7
  • 8-9
  • 10-11
  • 12-13
  • 14-15
  • 16-17
  • 18-19
Count of all objects

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