Dataset Analytics

Generated on February 09, 2024 at 8:22 am.

Number of Images

217

Number of Annotations

224

Average Image Size

0.43 mp

Median Image Ratio

640x683
tall

Class Balance

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

Classes

all
train
valid
test
18
18
16
16
15
14
Under Represented
Under Represented
8
Under Represented
Under Represented
Under Represented
14
15
11
9
10
9
5
Under Represented
Under Represented
Under Represented
4
2
Under Represented
2
Under Represented
5
3
4
Under Represented
Missing
2
Under Represented
Under Represented
Missing
Missing
0
Missing
1
Under Represented
3
2
2
1
Under Represented
Under Represented
Missing
1
Under Represented
Missing
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 (640x683).

1
67
117
32
> 1024x1024
640px
683px

Aspect Ratio Distribution

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

tall
102
square
13
wide
102

Annotation Heatmap

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

all
Belgian Tervuren (21)
Bichon Frise (2)
Bulldog (9)
Boxer (14)
Bocker (18)
Affenhuahua (29)
Alaskan Malamute (21)
Auggie (16)
Bugg (18)
Borzoi (15)
American Bulldog (26)
Akita (8)
Beagle (16)
Afgan Hound (10)
Affenhuahua-dog-Afgan-Hound-dog- (1)

Histogram of Object Count by Image

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

all
Belgian Tervuren
Bichon Frise
Bulldog
Boxer
Bocker
Affenhuahua
Alaskan Malamute
Auggie
Bugg
Borzoi
American Bulldog
Akita
Beagle
Afgan Hound
Affenhuahua-dog-Afgan-Hound-dog-
    212 imgs
    106
  • 1
  • 2
  • 3
  • 4
Count of all objects

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