Dataset Analytics

Generated on March 21, 2024 at 7:36 am.

Number of Images

3,667

Number of Annotations

122,629

Average Image Size

0.44 mp

Median Image Ratio

814x596
wide

Class Balance

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

Classes

all
train
valid
test
26,882
24,884
23,028
22,399
6,922
3,624
Under Represented
2,548
Under Represented
2,288
Under Represented
2,063
Under Represented
2,042
Under Represented
1,504
Under Represented
1,366
Under Represented
Under Represented
1,098
Under Represented
802
Under Represented
25174
23416
21446
21001
6429
3472
Under Represented
2328
Under Represented
2120
Under Represented
1923
Under Represented
1933
Under Represented
1414
Under Represented
1288
Under Represented
Under Represented
997
Under Represented
735
Under Represented
1708
1468
1582
1398
493
152
Under Represented
220
Under Represented
168
Under Represented
140
Under Represented
109
Under Represented
Under Represented
78
Under Represented
Under Represented
101
Under Represented
Under Represented
0
Missing
Missing
0
Missing
0
Missing
Missing
0
Missing
Missing
0
Missing
Missing
0
Missing
Missing
0
Missing
Missing
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 (814x596).

530
2,994
143
> 1024x1024
814px
596px

Aspect Ratio Distribution

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

tall
767
square
275
wide
2,506
very wide
119
> 1.5:1

Annotation Heatmap

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

all
arrow (22,399)
circle (3,624)
rhombus (2,063)
square (2,042)
rectangle (6,922)
text (26,882)
head (23,028)
connector (24,884)
oval (2,288)
document (1,098)
process (2,548)
database (802)
parallelogram (1,179)
triangle (1,504)
link (1,366)

Histogram of Object Count by Image

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

all
arrow
circle
rhombus
square
rectangle
text
head
connector
oval
document
process
database
parallelogram
triangle
link
    1174 imgs
    587
  • 1
  • 2-10
  • 11-19
  • 20-28
  • 29-37
  • 38-46
  • 47-55
  • 56-64
  • 65-73
  • 74-82
  • 83-91
Count of all objects

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