Dataset Analytics

Generated on March 31, 2024 at 4:25 am.

Number of Images

8,891

Number of Annotations

29,883

Average Image Size

0.41 mp

Median Image Ratio

640x640
square

Class Balance

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

Classes

all
train
valid
test
10,442
9,192
1,451
Under Represented
1,185
Under Represented
1,132
Under Represented
1,085
Under Represented
867
Under Represented
799
Under Represented
787
Under Represented
587
Under Represented
467
Under Represented
161
Under Represented
Under Represented
7483
6639
1052
Under Represented
1035
Under Represented
986
Under Represented
944
Under Represented
752
Under Represented
694
Under Represented
697
Under Represented
513
Under Represented
412
Under Represented
137
Under Represented
Under Represented
1916
1672
267
53
Under Represented
50
Under Represented
Under Represented
33
Under Represented
35
Under Represented
28
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
1043
881
132
Under Represented
97
Under Represented
96
Under Represented
Under Represented
82
Under Represented
70
Under Represented
62
Under Represented
Under Represented
Under Represented
Under Represented
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.

All images are the same size, 640x640.

Aspect Ratio Distribution

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

square
8,891

Annotation Heatmap

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

all
Experience (10,442)
skills (9,192)
Certifications (1,705)
Projects (1,451)
Name (1,132)
Languages (587)
Education (1,085)
Contact (1,185)
Interests (467)
resume (867)
image (787)
Profil (799)
Community (161)
Achievement (23)

Histogram of Object Count by Image

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

all
Experience
skills
Certifications
Projects
Name
Languages
Education
Contact
Interests
resume
image
Profil
Community
Achievement
    5176 imgs
    2588
  • 0
  • 1
  • 2-3
  • 4-5
  • 6-7
  • 8-9
  • 10-11
  • 12-13
  • 14-15
Count of all objects

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