Dataset Analytics

Generated on May 08, 2024 at 7:35 am.

Number of Images

153
0 missing annotations
0 null examples

Number of Annotations

989
6.5 per image (average)
Across 4 classes

Average Image Size

12.02 mp
from to 12.02 mp

Median Image Ratio

4624x2600
wide

Class Balance

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

Classes

all
train
valid
test
Laptop
593
ID
350
DELL
40
Under Represented
Telefono
6
Under Represented
Laptop
375
ID
248
DELL
16
Under Represented
Telefono
5
Under Represented
Laptop
169
ID
77
DELL
11
Under Represented
Telefono
0
Missing
Laptop
49
ID
25
DELL
13
Under Represented
Telefono
1
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 (4624x2600).

jumbo
153
> 1024x1024
4624px
2600px

Aspect Ratio Distribution

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

tall
4
wide
149

Annotation Heatmap

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

all
Laptop (593)
ID (350)
DELL (40)
Telefono (6)

Histogram of Object Count by Image

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

all
Laptop
ID
DELL
Telefono
    72 imgs
    36
  • 1
  • 2-5
  • 6-9
  • 10-13
  • 14-17
  • 18-21
  • 22-25
  • 26-29
  • 30-33
  • 34-37
Count of all objects

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